Triple
T9566709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hindley–Milner type system |
E230805
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
J. Roger Hindley
J. Roger Hindley is a logician and computer scientist best known for his foundational work on type theory, including co-developing the Hindley–Milner type system used in many functional programming languages.
|
E815096
|
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: J. Roger Hindley | Statement: [Hindley–Milner type system, namedAfter, J. Roger Hindley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: J. Roger Hindley Context triple: [Hindley–Milner type system, namedAfter, J. Roger Hindley]
-
A.
Reginald A. Wilkinson
Reginald A. Wilkinson is an American corrections and criminal justice administrator known for his leadership in state prison systems and contributions to correctional policy and reform.
-
B.
John L. Lumley
John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
-
C.
Paul M. Grist
Paul M. Grist was a local Alabama leader and YMCA director whose community service and conservation efforts led to a state park being named in his honor.
-
D.
Andrew MacRitchie
Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
-
E.
Paul W. Airey
Paul W. Airey was a United States Air Force noncommissioned officer who became a pioneering enlisted leader and the inaugural Chief Master Sergeant of the Air Force.
- 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: J. Roger Hindley Triple: [Hindley–Milner type system, namedAfter, J. Roger Hindley]
Generated description
J. Roger Hindley is a logician and computer scientist best known for his foundational work on type theory, including co-developing the Hindley–Milner type system used in many functional programming languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: J. Roger Hindley Target entity description: J. Roger Hindley is a logician and computer scientist best known for his foundational work on type theory, including co-developing the Hindley–Milner type system used in many functional programming languages.
-
A.
Reginald A. Wilkinson
Reginald A. Wilkinson is an American corrections and criminal justice administrator known for his leadership in state prison systems and contributions to correctional policy and reform.
-
B.
John L. Lumley
John L. Lumley was a prominent American fluid dynamicist known for his pioneering contributions to the understanding and modeling of turbulence.
-
C.
Paul M. Grist
Paul M. Grist was a local Alabama leader and YMCA director whose community service and conservation efforts led to a state park being named in his honor.
-
D.
Andrew MacRitchie
Andrew MacRitchie is a film editor known for his work on major feature films, including the James Bond movie "Die Another Day."
-
E.
Paul W. Airey
Paul W. Airey was a United States Air Force noncommissioned officer who became a pioneering enlisted leader and the inaugural Chief Master Sergeant of the Air Force.
- 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd996df4f08190b19bbaefb10a9789 |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d190d741588190a2cced8da13036bb |
completed | April 4, 2026, 10:29 p.m. |
| NEDg | Description generation | batch_69d193623fac8190a8dcdac664a977f3 |
completed | April 4, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d193cc61208190b98fe862b295dda3 |
completed | April 4, 2026, 10:42 p.m. |
Created at: March 30, 2026, 8:04 p.m.