Verified run

gemini/gemini-3.1-pro-preview

gemini-3.1-pro-medium-reasoning-p001-lexen-v1-20260614

Rank
14
Accuracy lexEN v1 · WordNet fine
94.43%
Correct
4590 / 4861
Actual run cost
$22.90
Cost / M items
$4,711

Accuracy across label schemes

The headline accuracy is lexEN v1 · WordNet fine-grained. Each cell re-scores this run's predictions against a different gold label set and sense granularity; coarse counts a prediction correct when its WordNet sense maps to the same Glite or CSI concept as a gold sense. About these label schemes → About coarsening →

Score against WordNet fine-grainedGlite coarse-grainedCSI coarse-grained (Lacerra 2020)
lexEN v1 94.43% 4590 / 4861 98.60% 4793 / 4861 96.63% 4697 / 4861
Maru 2022 (ALLamended) 91.59% 4452 / 4861 97.59% 4744 / 4861 94.94% 4615 / 4861
Raganato 2017 (original) 85.04% 4134 / 4861 94.86% 4611 / 4861 90.80% 4414 / 4861

Model

Display
gemini/gemini-3.1-pro-preview
Requested
gemini/gemini-3.1-pro-preview
Resolved
gemini-3.1-pro-preview
Vendor
Google
API provider
Google
Hosting
cloud_api
Source
proprietary
License
n/a
Reasoning
medium
Model URL
n/a
Endpoint
n/a
Resolved counts
gemini-3.1-pro-preview: 4861

Reproducibility

Created
2026-06-14T12:31:55.744716+00:00
Run schema
sensebench-run-v2
Commit
67b025cdac4ef9afaa1ad594ed8988d36c5606d6
Dataset ID
lexen
Dataset version
lexen-v1
Dataset revision
n/a
Dataset items
4,861
Dataset hash
sha256:5fd4382b93f19087a1e31f6dd7d1db17c1eb17ff80fcbe1d3fdd55c0c3ecefe8
Prompt
p001
Prompt version
0.1.0
Repository files
Browse in GitHub

Runtime

Calls
4861
Total tokens
5,816,687
Tokens / item
1,196.6
Total cost
$22.90
Cost / M items
$4,711
Cost source
litellm_estimate
Elapsed
22.21m
Success items
4,861
Monosemous
0
No candidates
0
No valid vote
0
Invalid votes
0
Transport errors
0

Runner

GitHub
vassiliphilippov
Name
Vassili Philippov
Contact
n/a

Sampling

Temperature
n/a
Top P
n/a
Max tokens
12,288
Seed
n/a
Extra
n/a

Policy

Votes / item
1
Reasks / invalid vote
1
Tie break
earliest_vote
Monosemous
short_circuit

Cost And Token Breakdown

Actual recorded run cost: $22.90. Cost estimate source: litellm_estimate.

Token Type Tokens Cost Price / 1M tokens
Input uncached 3,090,680 $6.18 $2.00
Input cached n/a $0.00 $0.200
Output 1,393,036 $16.72 $12.00
Reasoning output 1,332,971 included in output cost n/a

Reasoning output tokens are shown separately when the provider reports them; recorded cost is stored in the output cost bucket.

Download Raw Run Files

Slice Breakdown

Group Bucket Accuracy Correct Items
Candidate Count 11+ 91.56% 727 794
Candidate Count 2 97.78% 836 855
Candidate Count 3-5 94.55% 1839 1945
Candidate Count 6-10 93.76% 1188 1267
POS ADJ 94.84% 625 659
POS ADV 90.77% 177 195
POS NOUN 95.20% 2758 2897
POS VERB 92.79% 1030 1110
Source Dataset semeval2013 95.61% 1090 1140
Source Dataset semeval2015 95.26% 704 739
Source Dataset senseval2 93.92% 1530 1629
Source Dataset senseval3 93.57% 1266 1353

Worst-Bucket Examples

only Adv

Instance: semeval2015.d000.s013.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos).

Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells.

Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past.

The medicine can only be obtained with a prescription.

How is Alimta used?

Alimta should only be given under the supervision of a doctor who is qualified in the use of anticancer chemotherapy.

The recommended dose of Alimta is 500 mg per square metre of body surface area (calculated using the patient s height and weight).

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: only
Target surface form: only
Context:
Alimta is used to treat two types of cancer: pleural mesothelioma (cancer of the lining of the lungs that is usually caused by exposure to asbestos). Alimta is used together with cisplatin (another anticancer medicine) when the cancer is unresectable (cannot be removed by surgery alone) and malignant (has spread, or is likely to spread easily, to other parts of the body), in patients who have not received chemotherapy (medicines for cancer) before advanced or metastatic non-small cell lung cancer that is not affecting the squamous cells. Alimta is used in combination with cisplatin in patients who have not been treated before, and on its own in patients who have received another type of chemotherapy in the past. The medicine can only be obtained with a prescription. How is Alimta used? Alimta should <t>only</t> be given under the supervision of a doctor who is qualified in the use of anticancer chemotherapy. The recommended dose of Alimta is 500 mg per square metre of body surface area (calculated using the patient s height and weight).

Candidate senses:
1. sense_key=only%4:02:02:: | definition=and nothing more | synonyms=merely, simply, just, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=only%4:02:01:: | definition=without any others being included or involved | synonyms=entirely, exclusively, solely, alone | examples=was entirely to blame; a school devoted entirely to the needs of problem children
3. sense_key=only%4:02:00:: | definition=with nevertheless the final result | examples=He arrived only to find his wife dead; We won only to lose again in the next round
4. sense_key=only%4:02:04:: | definition=in the final outcome | examples=These news will only make you more upset
5. sense_key=only%4:02:06:: | definition=except that | examples=It was the same story; only this time she came out better
6. sense_key=only%4:02:03:: | definition=never except when | synonyms=only if, only when | examples=call me only if your cold gets worse
7. sense_key=only%4:02:05:: | definition=as recently as | examples=I spoke to him only an hour ago

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    and nothing more

    only%4:02:02:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, simply, just, but

  2. 2

    without any others being included or involved

    only%4:02:01:: · entirely.r.02

    • was entirely to blame
    • a school devoted entirely to the needs of problem children

    Synonyms: entirely, exclusively, solely, alone

    Selected
  3. 3

    with nevertheless the final result

    only%4:02:00:: · only.r.03

    • He arrived only to find his wife dead
    • We won only to lose again in the next round
  4. 4

    in the final outcome

    only%4:02:04:: · only.r.04

    • These news will only make you more upset
  5. 5

    except that

    only%4:02:06:: · only.r.05

    • It was the same story; only this time she came out better
  6. 6

    never except when

    only%4:02:03:: · only.r.06

    • call me only if your cold gets worse

    Synonyms: only if, only when

    Gold lexEN Gold Maru 2022 Gold Raganato
  7. 7

    as recently as

    only%4:02:05:: · only.r.07

    • I spoke to him only an hour ago

actually Adv

Instance: semeval2015.d001.s002.t000 Dataset: semeval2015 Bucket: POS / ADV

Incorrect

kalgebra is a mathematical calculator based on content markup MathML language.

Nowadays it is capable to make simple MathML operations (arithmetic and logical) and to representate 2D and 3D graphs.

It is actually not necessary to know MathML to use kalgebra.

kalgebra is a MathML based graph calculator.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: actually
Target surface form: actually
Context:
kalgebra is a mathematical calculator based on content markup MathML language. Nowadays it is capable to make simple MathML operations (arithmetic and logical) and to representate 2D and 3D graphs. It is <t>actually</t> not necessary to know MathML to use kalgebra. kalgebra is a MathML based graph calculator.

Candidate senses:
1. sense_key=actually%4:02:01:: | definition=in actual fact | synonyms=really | examples=to be nominally but not actually independent; no one actually saw the shark
2. sense_key=actually%4:02:00:: | definition=used to imply that one would expect the fact to be the opposite of that stated; surprisingly | synonyms=in reality | examples=you may actually be doing the right thing by walking out; she actually spoke Latin
3. sense_key=actually%4:02:03:: | definition=at the present moment | examples=the transmission screen shows the picture that is actually on the air
4. sense_key=actually%4:02:02:: | definition=as a sentence modifier to add slight emphasis | examples=actually, we all help clear up after a meal; actually, I haven't seen the film

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    in actual fact

    actually%4:02:01:: · actually.r.01

    • to be nominally but not actually independent
    • no one actually saw the shark

    Synonyms: really

    Selected
  2. 2

    used to imply that one would expect the fact to be the opposite of that stated; surprisingly

    actually%4:02:00:: · actually.r.02

    • you may actually be doing the right thing by walking out
    • she actually spoke Latin

    Synonyms: in reality

    Gold lexEN Gold Maru 2022 Gold Raganato
  3. 3

    at the present moment

    actually%4:02:03:: · actually.r.03

    • the transmission screen shows the picture that is actually on the air
  4. 4

    as a sentence modifier to add slight emphasis

    actually%4:02:02:: · actually.r.04

    • actually, we all help clear up after a meal
    • actually, I haven't seen the film
    Gold lexEN Gold Maru 2022 Gold Raganato

now Adv

Instance: senseval2.d000.s008.t000 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Of all scenes that evoke rural England, this is one of the loveliest: An ancient stone church stands amid the fields, the sound of bells cascading from its tower, calling the faithful to evensong.

The parishioners of St. Michael and All Angels stop to chat at the church door, as members here always have.

In the tower, five men and women pull rhythmically on ropes attached to the same five bells that first sounded here in 1614.

But there is also a discordant, modern note in Aslacton, though it can not be heard by the church-goers enjoying the peal of bells this cool autumn evening.

Like most of the other 6,000 churches in Britain with sets of bells, St. Michael once had its own "band "of ringers, who would herald every Sunday morning and evening service.

Now, only one local ringer remains: 64-year-old Derek Hammond.

The others here today live elsewhere.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: now
Target surface form: Now
Context:
Of all scenes that evoke rural England, this is one of the loveliest: An ancient stone church stands amid the fields, the sound of bells cascading from its tower, calling the faithful to evensong. The parishioners of St. Michael and All Angels stop to chat at the church door, as members here always have. In the tower, five men and women pull rhythmically on ropes attached to the same five bells that first sounded here in 1614. But there is also a discordant, modern note in Aslacton, though it can not be heard by the church-goers enjoying the peal of bells this cool autumn evening. Like most of the other 6,000 churches in Britain with sets of bells, St. Michael once had its own "band "of ringers, who would herald every Sunday morning and evening service. <t>Now</t>, only one local ringer remains: 64-year-old Derek Hammond. The others here today live elsewhere.

Candidate senses:
1. sense_key=now%4:02:05:: | definition=in the historical present; at this point in the narration of a series of past events | examples=President Kennedy now calls in the National Guard; Washington now decides to cross the Delaware
2. sense_key=now%4:02:00:: | definition=in these times; - Nancy Mitford | synonyms=nowadays, today | examples=it is solely by their language that the upper classes nowadays are distinguished; we now rarely see horse-drawn vehicles on city streets
3. sense_key=now%4:02:02:: | definition=used to preface a command or reproof or request | examples=now hear this!; now pay attention
4. sense_key=now%4:02:04:: | definition=at the present moment | synonyms=at present | examples=goods now on sale; the now-aging dictator
5. sense_key=now%4:02:01:: | definition=without delay or hesitation; with no time intervening | synonyms=immediately, instantly, straightaway, straight off, directly, right away | examples=he answered immediately; found an answer straightaway
6. sense_key=now%4:02:07:: | definition=(prefatory or transitional) indicates a change of subject or activity | examples=Now the next problem is...
7. sense_key=now%4:02:06:: | definition=in the immediate past | examples=told me just now

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✓

WordNet 3.0 senses

  1. 1

    in the historical present; at this point in the narration of a series of past events

    now%4:02:05:: · now.r.01

    • President Kennedy now calls in the National Guard
    • Washington now decides to cross the Delaware
  2. 2

    in these times; - Nancy Mitford

    now%4:02:00:: · nowadays.r.01

    • it is solely by their language that the upper classes nowadays are distinguished
    • we now rarely see horse-drawn vehicles on city streets

    Synonyms: nowadays, today

    Gold Raganato Selected
  3. 3

    used to preface a command or reproof or request

    now%4:02:02:: · now.r.03

    • now hear this!
    • now pay attention
  4. 4

    at the present moment

    now%4:02:04:: · now.r.04

    • goods now on sale
    • the now-aging dictator

    Synonyms: at present

    Gold lexEN Gold Maru 2022
  5. 5

    without delay or hesitation; with no time intervening

    now%4:02:01:: · immediately.r.01

    • he answered immediately
    • found an answer straightaway

    Synonyms: immediately, instantly, straightaway, straight off, directly, right away, at once, forthwith, like a shot

  6. 6

    (prefatory or transitional) indicates a change of subject or activity

    now%4:02:07:: · now.r.06

    • Now the next problem is...
  7. 7

    in the immediate past

    now%4:02:06:: · now.r.07

    • told me just now

just Adv

Instance: senseval2.d000.s012.t005 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Like most of the other 6,000 churches in Britain with sets of bells, St. Michael once had its own "band "of ringers, who would herald every Sunday morning and evening service.

Now, only one local ringer remains: 64-year-old Derek Hammond.

The others here today live elsewhere.

They belong to a group of 15 ringers -- including two octogenarians and four youngsters in training -- who drive every Sunday from church to church in a sometimes-exhausting effort to keep the bells sounding in the many belfries of East Anglia.

"To ring for even one service at this tower, we have to scrape, "says Mr. Hammond, a retired water-authority worker. "

We've tried to train the youngsters, but they have their discos and their dances, and they just drift away. "

Mr. Hammond worries that old age and the flightiness of youth will diminish the ranks of the East Anglian group that keeps the Aslacton bells pealing.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: just
Target surface form: just
Context:
Like most of the other 6,000 churches in Britain with sets of bells, St. Michael once had its own "band "of ringers, who would herald every Sunday morning and evening service. Now, only one local ringer remains: 64-year-old Derek Hammond. The others here today live elsewhere. They belong to a group of 15 ringers -- including two octogenarians and four youngsters in training -- who drive every Sunday from church to church in a sometimes-exhausting effort to keep the bells sounding in the many belfries of East Anglia. "To ring for even one service at this tower, we have to scrape, "says Mr. Hammond, a retired water-authority worker. "We've tried to train the youngsters, but they have their discos and their dances, and they <t>just</t> drift away. "Mr. Hammond worries that old age and the flightiness of youth will diminish the ranks of the East Anglian group that keeps the Aslacton bells pealing.

Candidate senses:
1. sense_key=just%4:02:00:: | definition=and nothing more | synonyms=merely, simply, only, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=just%4:02:05:: | definition=indicating exactness or preciseness | synonyms=precisely, exactly | examples=he was doing precisely (or exactly) what she had told him to do; it was just as he said--the jewel was gone
3. sense_key=just%4:02:01:: | definition=only a moment ago | synonyms=just now | examples=he has just arrived; the sun just now came out
4. sense_key=just%4:02:03:: | definition=absolutely | synonyms=simply | examples=I just can't take it anymore; he was just grand as Romeo
5. sense_key=just%4:02:04:: | definition=only a very short time before; ; ; ; ; - W.B.Yeats | synonyms=barely, hardly, scarcely, scarce | examples=they could barely hear the speaker; we hardly knew them
6. sense_key=just%4:02:06:: | definition=exactly at this moment or the moment described | examples=we've just finished painting the walls, so don't touch them

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    and nothing more

    just%4:02:00:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, simply, only, but

    Selected
  2. 2

    indicating exactness or preciseness

    just%4:02:05:: · precisely.r.01

    • he was doing precisely (or exactly) what she had told him to do
    • it was just as he said--the jewel was gone

    Synonyms: precisely, exactly

  3. 3

    only a moment ago

    just%4:02:01:: · just.r.03

    • he has just arrived
    • the sun just now came out

    Synonyms: just now

  4. 4

    absolutely

    just%4:02:03:: · just.r.04

    • I just can't take it anymore
    • he was just grand as Romeo

    Synonyms: simply

    Gold lexEN Gold Maru 2022 Gold Raganato
  5. 5

    only a very short time before; ; ; ; ; - W.B.Yeats

    just%4:02:04:: · barely.r.01

    • they could barely hear the speaker
    • we hardly knew them

    Synonyms: barely, hardly, scarcely, scarce

  6. 6

    exactly at this moment or the moment described

    just%4:02:06:: · just.r.06

    • we've just finished painting the walls, so don't touch them

straight Adv

Instance: senseval2.d000.s027.t004 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Ringers memorize patterns of changes, known as "methods, "which have odd-sounding names like Kent Treble Bob Major or Grandsire Caters.

A series of 5,000 or so changes is a "peal "and takes about three hours.

A look at a Thursday night practice at St. Mary Abbot church in the Kensington district of London gives an idea of the work involved.

Ten shirt-sleeved ringers stand in a circle, one foot ahead of the other in a prize-fighter's stance, each pulling a rope that disappears through a small hole in the high ceiling of the ringing chamber.

No one speaks, and the snaking of the ropes seems to make as much sound as the bells themselves, muffled by the ceiling.

Totally absorbed, the ringers stare straight ahead, using peripheral vision (they call it "rope-sight ") to watch the other ropes and thus time their pulls.

Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: straight
Target surface form: straight
Context:
Ringers memorize patterns of changes, known as "methods, "which have odd-sounding names like Kent Treble Bob Major or Grandsire Caters. A series of 5,000 or so changes is a "peal "and takes about three hours. A look at a Thursday night practice at St. Mary Abbot church in the Kensington district of London gives an idea of the work involved. Ten shirt-sleeved ringers stand in a circle, one foot ahead of the other in a prize-fighter's stance, each pulling a rope that disappears through a small hole in the high ceiling of the ringing chamber. No one speaks, and the snaking of the ropes seems to make as much sound as the bells themselves, muffled by the ceiling. Totally absorbed, the ringers stare <t>straight</t> ahead, using peripheral vision (they call it "rope-sight ") to watch the other ropes and thus time their pulls. Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position.

Candidate senses:
1. sense_key=straight%4:02:05:: | definition=without deviation | synonyms=directly, direct | examples=the path leads directly to the lake; went direct to the office
2. sense_key=straight%4:02:04:: | definition=in a forthright manner; candidly or frankly | synonyms=directly, flat | examples=he didn't answer directly; told me straight out
3. sense_key=straight%4:02:00:: | definition=in a straight line; in a direct course | examples=the road runs straight

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✓ Raganato ✗

WordNet 3.0 senses

  1. 1

    without deviation

    straight%4:02:05:: · directly.r.01

    • the path leads directly to the lake
    • went direct to the office

    Synonyms: directly, direct

    Gold lexEN Gold Raganato
  2. 2

    in a forthright manner; candidly or frankly

    straight%4:02:04:: · directly.r.04

    • he didn't answer directly
    • told me straight out

    Synonyms: directly, flat

  3. 3

    in a straight line; in a direct course

    straight%4:02:00:: · straight.r.03

    • the road runs straight
    Gold Maru 2022 Selected

ahead Adv

Instance: senseval2.d000.s027.t005 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Ringers memorize patterns of changes, known as "methods, "which have odd-sounding names like Kent Treble Bob Major or Grandsire Caters.

A series of 5,000 or so changes is a "peal "and takes about three hours.

A look at a Thursday night practice at St. Mary Abbot church in the Kensington district of London gives an idea of the work involved.

Ten shirt-sleeved ringers stand in a circle, one foot ahead of the other in a prize-fighter's stance, each pulling a rope that disappears through a small hole in the high ceiling of the ringing chamber.

No one speaks, and the snaking of the ropes seems to make as much sound as the bells themselves, muffled by the ceiling.

Totally absorbed, the ringers stare straight ahead, using peripheral vision (they call it "rope-sight ") to watch the other ropes and thus time their pulls.

Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: ahead
Target surface form: ahead
Context:
Ringers memorize patterns of changes, known as "methods, "which have odd-sounding names like Kent Treble Bob Major or Grandsire Caters. A series of 5,000 or so changes is a "peal "and takes about three hours. A look at a Thursday night practice at St. Mary Abbot church in the Kensington district of London gives an idea of the work involved. Ten shirt-sleeved ringers stand in a circle, one foot ahead of the other in a prize-fighter's stance, each pulling a rope that disappears through a small hole in the high ceiling of the ringing chamber. No one speaks, and the snaking of the ropes seems to make as much sound as the bells themselves, muffled by the ceiling. Totally absorbed, the ringers stare straight <t>ahead</t>, using peripheral vision (they call it "rope-sight ") to watch the other ropes and thus time their pulls. Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position.

Candidate senses:
1. sense_key=ahead%4:02:00:: | definition=at or in the front | synonyms=in front, before | examples=I see the lights of a town ahead; the road ahead is foggy
2. sense_key=ahead%4:02:06:: | definition=toward the future; forward in time | synonyms=forward | examples=I like to look ahead in imagination to what the future may bring; I look forward to seeing you
3. sense_key=ahead%4:02:02:: | definition=in a forward direction | synonyms=onward, onwards, forward, forwards, forrader | examples=go ahead; the train moved ahead slowly
4. sense_key=ahead%4:02:01:: | definition=ahead of time; in anticipation | synonyms=in advance, beforehand | examples=when you pay ahead (or in advance) you receive a discount; We like to plan ahead
5. sense_key=ahead%4:02:05:: | definition=to a more advanced or advantageous position | examples=a young man sure to get ahead; pushing talented students ahead
6. sense_key=ahead%4:02:04:: | definition=to a different or a more advanced time (meaning advanced either toward the present or toward the future) | examples=moved the appointment ahead from Tuesday to Monday; pushed the deadline ahead from Tuesday to Wednesday
7. sense_key=ahead%4:02:03:: | definition=leading or ahead in a competition | synonyms=out front, in the lead | examples=the horse was three lengths ahead going into the home stretch; ahead by two pawns

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    at or in the front

    ahead%4:02:00:: · ahead.r.01

    • I see the lights of a town ahead
    • the road ahead is foggy

    Synonyms: in front, before

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    toward the future; forward in time

    ahead%4:02:06:: · ahead.r.02

    • I like to look ahead in imagination to what the future may bring
    • I look forward to seeing you

    Synonyms: forward

  3. 3

    in a forward direction

    ahead%4:02:02:: · ahead.r.03

    • go ahead
    • the train moved ahead slowly

    Synonyms: onward, onwards, forward, forwards, forrader

    Selected
  4. 4

    ahead of time; in anticipation

    ahead%4:02:01:: · ahead.r.04

    • when you pay ahead (or in advance) you receive a discount
    • We like to plan ahead

    Synonyms: in advance, beforehand

  5. 5

    to a more advanced or advantageous position

    ahead%4:02:05:: · ahead.r.05

    • a young man sure to get ahead
    • pushing talented students ahead
  6. 6

    to a different or a more advanced time (meaning advanced either toward the present or toward the future)

    ahead%4:02:04:: · ahead.r.06

    • moved the appointment ahead from Tuesday to Monday
    • pushed the deadline ahead from Tuesday to Wednesday
  7. 7

    leading or ahead in a competition

    ahead%4:02:03:: · ahead.r.07

    • the horse was three lengths ahead going into the home stretch
    • ahead by two pawns

    Synonyms: out front, in the lead

however Adv

Instance: senseval2.d000.s033.t004 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position.

Skilled ringers use their wrists to advance or retard the next swing, so that one bell can swap places with another in the following change.

In a well-known detective-story involving church bells, English novelist Dorothy L. Sayers described ringing as a "passion that finds its satisfaction in mathematical completeness and mechanical perfection. "

Ringers, she added, are "filled with the solemn intoxication that comes of intricate ritual faultlessly performed. ""

Ringing does become a bit of an obsession, "admits Stephanie Pattenden, master of the band at St. Mary Abbot and one of England's best female ringers.

It is a passion that usually stays in the tower, however.

More often than not, ringers think of the church as something stuck on the bottom of the belfry.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: however
Target surface form: however
Context:
Far above in the belfry, the huge bronze bells, mounted on wheels, swing madly through a full 360 degrees, starting and ending, surprisingly, in the inverted, or mouth-up position. Skilled ringers use their wrists to advance or retard the next swing, so that one bell can swap places with another in the following change. In a well-known detective-story involving church bells, English novelist Dorothy L. Sayers described ringing as a "passion that finds its satisfaction in mathematical completeness and mechanical perfection. "Ringers, she added, are "filled with the solemn intoxication that comes of intricate ritual faultlessly performed. ""Ringing does become a bit of an obsession, "admits Stephanie Pattenden, master of the band at St. Mary Abbot and one of England's best female ringers. It is a passion that usually stays in the tower, <t>however</t>. More often than not, ringers think of the church as something stuck on the bottom of the belfry.

Candidate senses:
1. sense_key=however%4:02:00:: | definition=despite anything to the contrary (usually following a concession) | synonyms=nevertheless, withal, still, yet, all the same, even so | examples=although I'm a little afraid, however I'd like to try it; while we disliked each other, nevertheless we agreed
2. sense_key=however%4:02:04:: | definition=by contrast; on the other hand | examples=the first part was easy; the second, however, took hours
3. sense_key=however%4:02:02:: | definition=to whatever degree or extent | examples=The results, however general, are important; they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
4. sense_key=however%4:02:01:: | definition=in whatever way or manner | examples=Victory, however it was brought about, was sweet; however he did it, it was very clever

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    despite anything to the contrary (usually following a concession)

    however%4:02:00:: · however.r.01

    • although I'm a little afraid, however I'd like to try it
    • while we disliked each other, nevertheless we agreed

    Synonyms: nevertheless, withal, still, yet, all the same, even so, nonetheless, notwithstanding

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    by contrast; on the other hand

    however%4:02:04:: · however.r.02

    • the first part was easy; the second, however, took hours
    Selected
  3. 3

    to whatever degree or extent

    however%4:02:02:: · however.r.03

    • The results, however general, are important
    • they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
  4. 4

    in whatever way or manner

    however%4:02:01:: · however.r.04

    • Victory, however it was brought about, was sweet
    • however he did it, it was very clever

below Adv

Instance: senseval2.d000.s035.t011 Dataset: senseval2 Bucket: POS / ADV

Incorrect

In a well-known detective-story involving church bells, English novelist Dorothy L. Sayers described ringing as a "passion that finds its satisfaction in mathematical completeness and mechanical perfection. "

Ringers, she added, are "filled with the solemn intoxication that comes of intricate ritual faultlessly performed. ""

Ringing does become a bit of an obsession, "admits Stephanie Pattenden, master of the band at St. Mary Abbot and one of England's best female ringers.

It is a passion that usually stays in the tower, however.

More often than not, ringers think of the church as something stuck on the bottom of the belfry.

When their changes are completed, and after they have worked up a sweat, ringers often skip off to the local pub, leaving worship for others below.

This does not sit well with some clerics.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: below
Target surface form: below
Context:
In a well-known detective-story involving church bells, English novelist Dorothy L. Sayers described ringing as a "passion that finds its satisfaction in mathematical completeness and mechanical perfection. "Ringers, she added, are "filled with the solemn intoxication that comes of intricate ritual faultlessly performed. ""Ringing does become a bit of an obsession, "admits Stephanie Pattenden, master of the band at St. Mary Abbot and one of England's best female ringers. It is a passion that usually stays in the tower, however. More often than not, ringers think of the church as something stuck on the bottom of the belfry. When their changes are completed, and after they have worked up a sweat, ringers often skip off to the local pub, leaving worship for others <t>below</t>. This does not sit well with some clerics.

Candidate senses:
1. sense_key=below%4:02:01:: | definition=in or to a place that is lower | synonyms=at a lower place, to a lower place, beneath
2. sense_key=below%4:02:00:: | definition=at a later place | examples=see below
3. sense_key=below%4:02:02:: | definition=(in writing) see below | synonyms=infra | examples=vide infra
4. sense_key=below%4:02:06:: | definition=on a floor below | synonyms=downstairs, down the stairs, on a lower floor | examples=the tenants live downstairs
5. sense_key=below%4:02:03:: | definition=further down | synonyms=under | examples=see under for further discussion

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    in or to a place that is lower

    below%4:02:01:: · below.r.01

    Synonyms: at a lower place, to a lower place, beneath

    Selected
  2. 2

    at a later place

    below%4:02:00:: · below.r.02

    • see below
  3. 3

    (in writing) see below

    below%4:02:02:: · below.r.03

    • vide infra

    Synonyms: infra

  4. 4

    on a floor below

    below%4:02:06:: · downstairs.r.01

    • the tenants live downstairs

    Synonyms: downstairs, down the stairs, on a lower floor

    Gold lexEN Gold Maru 2022 Gold Raganato
  5. 5

    further down

    below%4:02:03:: · under.r.08

    • see under for further discussion

    Synonyms: under

promptly Adv

Instance: senseval2.d000.s038.t012 Dataset: senseval2 Bucket: POS / ADV

Incorrect

It is a passion that usually stays in the tower, however.

More often than not, ringers think of the church as something stuck on the bottom of the belfry.

When their changes are completed, and after they have worked up a sweat, ringers often skip off to the local pub, leaving worship for others below.

This does not sit well with some clerics.

With membership of the Church of England steadily dwindling, strong-willed vicars are pressing equally strong-willed and often non-religious ringers to attend services.

Two years ago, the Rev. Jeremy Hummerstone, vicar of Great Torrington, Devon, got so fed up with ringers who didn't attend service he sacked the entire band; the ringers promptly set up a picket line in protest.

"They were a self-perpetuating club that treated the tower as sort of a separate premises, "the Vicar Hummerstone says.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: promptly
Target surface form: promptly
Context:
It is a passion that usually stays in the tower, however. More often than not, ringers think of the church as something stuck on the bottom of the belfry. When their changes are completed, and after they have worked up a sweat, ringers often skip off to the local pub, leaving worship for others below. This does not sit well with some clerics. With membership of the Church of England steadily dwindling, strong-willed vicars are pressing equally strong-willed and often non-religious ringers to attend services. Two years ago, the Rev. Jeremy Hummerstone, vicar of Great Torrington, Devon, got so fed up with ringers who didn't attend service he sacked the entire band; the ringers <t>promptly</t> set up a picket line in protest. "They were a self-perpetuating club that treated the tower as sort of a separate premises, "the Vicar Hummerstone says.

Candidate senses:
1. sense_key=promptly%4:02:02:: | definition=with little or no delay | synonyms=quickly, quick | examples=the rescue squad arrived promptly; come here, quick!
2. sense_key=promptly%4:02:00:: | definition=in a punctual manner | synonyms=readily, pronto | examples=he did his homework promptly
3. sense_key=promptly%4:02:01:: | definition=at once (usually modifies an undesirable occurrence) | synonyms=right away | examples=he promptly forgot the address

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    with little or no delay

    promptly%4:02:02:: · promptly.r.01

    • the rescue squad arrived promptly
    • come here, quick!

    Synonyms: quickly, quick

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    in a punctual manner

    promptly%4:02:00:: · promptly.r.02

    • he did his homework promptly

    Synonyms: readily, pronto

  3. 3

    at once (usually modifies an undesirable occurrence)

    promptly%4:02:01:: · promptly.r.03

    • he promptly forgot the address

    Synonyms: right away

    Selected

however Adv

Instance: senseval2.d000.s058.t002 Dataset: senseval2 Bucket: POS / ADV

Incorrect

One survey says that of the 100,000 trained bellringers in England today, only 40,000 of them still ring.

Also, ringers do not always live where the bells need to be rung -- like in small, rural parishes and inner-city churches.

But the council's program to attract and train ringers is only partly successful, says Mr. Baldwin.

"Right now, we're lucky if after five years we keep one new ringer out of 10, "he adds.

One bright sign is that a growing number of women have entered the once male-dominated field; more than a third of the ringers today are women.

They are not accepted everywhere, however.

The oldest bell-ringing group in the country, the Ancient Society of College Youths, founded in 1637, remains male-only, a fact that's particularly galling to women because the group is the sole source of ringers for Britain's most prestigious churches, St. Paul's Cathedral and Westminster Abbey.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: however
Target surface form: however
Context:
One survey says that of the 100,000 trained bellringers in England today, only 40,000 of them still ring. Also, ringers do not always live where the bells need to be rung -- like in small, rural parishes and inner-city churches. But the council's program to attract and train ringers is only partly successful, says Mr. Baldwin. "Right now, we're lucky if after five years we keep one new ringer out of 10, "he adds. One bright sign is that a growing number of women have entered the once male-dominated field; more than a third of the ringers today are women. They are not accepted everywhere, <t>however</t>. The oldest bell-ringing group in the country, the Ancient Society of College Youths, founded in 1637, remains male-only, a fact that's particularly galling to women because the group is the sole source of ringers for Britain's most prestigious churches, St. Paul's Cathedral and Westminster Abbey.

Candidate senses:
1. sense_key=however%4:02:00:: | definition=despite anything to the contrary (usually following a concession) | synonyms=nevertheless, withal, still, yet, all the same, even so | examples=although I'm a little afraid, however I'd like to try it; while we disliked each other, nevertheless we agreed
2. sense_key=however%4:02:04:: | definition=by contrast; on the other hand | examples=the first part was easy; the second, however, took hours
3. sense_key=however%4:02:02:: | definition=to whatever degree or extent | examples=The results, however general, are important; they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
4. sense_key=however%4:02:01:: | definition=in whatever way or manner | examples=Victory, however it was brought about, was sweet; however he did it, it was very clever

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    despite anything to the contrary (usually following a concession)

    however%4:02:00:: · however.r.01

    • although I'm a little afraid, however I'd like to try it
    • while we disliked each other, nevertheless we agreed

    Synonyms: nevertheless, withal, still, yet, all the same, even so, nonetheless, notwithstanding

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    by contrast; on the other hand

    however%4:02:04:: · however.r.02

    • the first part was easy; the second, however, took hours
    Selected
  3. 3

    to whatever degree or extent

    however%4:02:02:: · however.r.03

    • The results, however general, are important
    • they have begun, however reluctantly, to acknowledge the legitimacy of some of the opposition's concerns
  4. 4

    in whatever way or manner

    however%4:02:01:: · however.r.04

    • Victory, however it was brought about, was sweet
    • however he did it, it was very clever

simply Adv

Instance: senseval2.d001.s008.t005 Dataset: senseval2 Bucket: POS / ADV

Incorrect

That is for the future.

Already, scientists are developing tests based on the newly identified genes that, for the first time, can predict whether an otherwise healthy individual is likely to get cancer.

"It's a super-exciting set of discoveries, "says Bert Vogelstein, a Johns Hopkins University researcher who has just found a gene pivotal to the triggering of colon cancer.

"Only a decade ago cancer was a black box about which we knew nothing at the molecular level.

Today, we know that the accumulation of several of these altered genes can initiate a cancer and, then, propel it into a deadly state. "

Scientists call the new class of genes tumor-suppressors, or simply anti-cancer genes.

When functioning normally, they make proteins that hold a cell's growth in check.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: simply
Target surface form: simply
Context:
That is for the future. Already, scientists are developing tests based on the newly identified genes that, for the first time, can predict whether an otherwise healthy individual is likely to get cancer. "It's a super-exciting set of discoveries, "says Bert Vogelstein, a Johns Hopkins University researcher who has just found a gene pivotal to the triggering of colon cancer. "Only a decade ago cancer was a black box about which we knew nothing at the molecular level. Today, we know that the accumulation of several of these altered genes can initiate a cancer and, then, propel it into a deadly state. "Scientists call the new class of genes tumor-suppressors, or <t>simply</t> anti-cancer genes. When functioning normally, they make proteins that hold a cell's growth in check.

Candidate senses:
1. sense_key=simply%4:02:00:: | definition=and nothing more | synonyms=merely, just, only, but | examples=I was merely asking; it is simply a matter of time
2. sense_key=simply%4:02:03:: | definition=absolutely | synonyms=just | examples=I just can't take it anymore; he was just grand as Romeo
3. sense_key=simply%4:02:02:: | definition=absolutely; altogether; really | examples=we are simply broke
4. sense_key=simply%4:02:01:: | definition=in a simple manner; without extravagance or embellishment | synonyms=plainly | examples=she was dressed plainly; they lived very simply

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✓

WordNet 3.0 senses

  1. 1

    and nothing more

    simply%4:02:00:: · merely.r.01

    • I was merely asking
    • it is simply a matter of time

    Synonyms: merely, just, only, but

    Gold Raganato Selected
  2. 2

    absolutely

    simply%4:02:03:: · just.r.04

    • I just can't take it anymore
    • he was just grand as Romeo

    Synonyms: just

  3. 3

    absolutely; altogether; really

    simply%4:02:02:: · simply.r.03

    • we are simply broke
  4. 4

    in a simple manner; without extravagance or embellishment

    simply%4:02:01:: · plainly.r.02

    • she was dressed plainly
    • they lived very simply

    Synonyms: plainly

    Gold lexEN Gold Maru 2022 Gold Raganato

finally Adv

Instance: senseval2.d001.s036.t010 Dataset: senseval2 Bucket: POS / ADV

Incorrect

Soon after that report, two other research teams uncovered evidence that the same damaged p53 gene is present in tissue from lung and breast cancers.

Colon, lung and breast cancers are the most common and lethal forms of the disease, collectively killing almost 200,000 Americans a year.

Right now about a dozen laboratories, in the U.S., Canada and Britain, are racing to unmask other suspected tumor-suppressing genes.

They have about seven candidates.

Researchers say the inactivation of tumor-suppressor genes, alone or in combination, appears crucial to the development of such scourges as cancer of the brain, the skin, kidney, prostate, and cervix.

There is evidence that if people inherit defective versions of these genes, they are especially prone to cancer, perhaps explaining, finally, why some cancers seem to haunt certain families.

The story of tumor-suppressor genes goes back to the 1970s, when a pediatrician named Alfred G. Knudson Jr. proposed that retinoblastoma stemmed from two separate genetic defects.

Show raw prompt

system

You are an English linguist performing fine-grained Word Sense Disambiguation. WordNet glosses are schematic. Use the sentence context, the examples, and the synonyms to choose the best indexed sense. Do not hedge. Choose the single best indexed sense.

user

Target lemma: finally
Target surface form: finally
Context:
Soon after that report, two other research teams uncovered evidence that the same damaged p53 gene is present in tissue from lung and breast cancers. Colon, lung and breast cancers are the most common and lethal forms of the disease, collectively killing almost 200,000 Americans a year. Right now about a dozen laboratories, in the U.S., Canada and Britain, are racing to unmask other suspected tumor-suppressing genes. They have about seven candidates. Researchers say the inactivation of tumor-suppressor genes, alone or in combination, appears crucial to the development of such scourges as cancer of the brain, the skin, kidney, prostate, and cervix. There is evidence that if people inherit defective versions of these genes, they are especially prone to cancer, perhaps explaining, <t>finally</t>, why some cancers seem to haunt certain families. The story of tumor-suppressor genes goes back to the 1970s, when a pediatrician named Alfred G. Knudson Jr. proposed that retinoblastoma stemmed from two separate genetic defects.

Candidate senses:
1. sense_key=finally%4:02:02:: | definition=after an unspecified period of time or an especially long delay | synonyms=eventually
2. sense_key=finally%4:02:00:: | definition=as the end result of a succession or process | synonyms=ultimately, in the end, at last, at long last | examples=ultimately he had to give in; at long last the winter was over
3. sense_key=finally%4:02:03:: | definition=the item at the end | synonyms=last, lastly, in conclusion | examples=last, I'll discuss family values

Instructions:
1. Choose the single best indexed sense for the target word in context.
2. WordNet glosses are schematic; use the context, synonyms, and examples together.
3. Do not answer with a WordNet sense key.
4. Return only a JSON object exactly like {"sense_index": 3}.

Prediction matches gold: lexEN ✗ Maru 2022 ✗ Raganato ✗

WordNet 3.0 senses

  1. 1

    after an unspecified period of time or an especially long delay

    finally%4:02:02:: · finally.r.01

    Synonyms: eventually

    Gold lexEN Gold Maru 2022 Gold Raganato
  2. 2

    as the end result of a succession or process

    finally%4:02:00:: · ultimately.r.01

    • ultimately he had to give in
    • at long last the winter was over

    Synonyms: ultimately, in the end, at last, at long last

    Selected
  3. 3

    the item at the end

    finally%4:02:03:: · last.r.02

    • last, I'll discuss family values

    Synonyms: last, lastly, in conclusion