Triple
T12260919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayres |
E292220
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ian Ayres
Ian Ayres is an American lawyer, economist, and Yale Law School professor known for his work on law and economics, behavioral economics, and discrimination.
|
E973092
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ian Ayres | Statement: [Ayres, hasNotableBearer, Ian Ayres]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ian Ayres Context triple: [Ayres, hasNotableBearer, Ian Ayres]
-
A.
Philip Goldstein
Philip Goldstein, better known as Philip Guston, was a prominent 20th-century painter associated with Abstract Expressionism who later became renowned for his bold, cartoonish figurative works.
-
B.
Duncan Kennedy
Duncan Kennedy is a screenwriter best known for co-writing the 1999 science fiction horror film "Deep Blue Sea."
-
C.
Doug Jesseph
Doug Jesseph is an American philosopher and professor known for his work in the philosophy of mathematics and his critiques of theistic arguments.
-
D.
Timothy J. Clark
Timothy J. Clark is a prominent British art historian and Marxist theorist known for his influential social and political interpretations of 19th-century European painting.
-
E.
Michael Glouberman
Michael Glouberman is a television writer and producer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ian Ayres Triple: [Ayres, hasNotableBearer, Ian Ayres]
Generated description
Ian Ayres is an American lawyer, economist, and Yale Law School professor known for his work on law and economics, behavioral economics, and discrimination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ian Ayres Target entity description: Ian Ayres is an American lawyer, economist, and Yale Law School professor known for his work on law and economics, behavioral economics, and discrimination.
-
A.
Philip Goldstein
Philip Goldstein, better known as Philip Guston, was a prominent 20th-century painter associated with Abstract Expressionism who later became renowned for his bold, cartoonish figurative works.
-
B.
Duncan Kennedy
Duncan Kennedy is a screenwriter best known for co-writing the 1999 science fiction horror film "Deep Blue Sea."
-
C.
Doug Jesseph
Doug Jesseph is an American philosopher and professor known for his work in the philosophy of mathematics and his critiques of theistic arguments.
-
D.
Timothy J. Clark
Timothy J. Clark is a prominent British art historian and Marxist theorist known for his influential social and political interpretations of 19th-century European painting.
-
E.
Michael Glouberman
Michael Glouberman is a television writer and producer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cd964ec81908241d2b9a96d1025 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e63da6081908840b1e37fd39b88 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5bc1fc8190af9d74acc307ebe1 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62041f2408190ad320fec5283abdd |
completed | May 2, 2026, 4:03 p.m. |
Created at: April 8, 2026, 9:52 p.m.