Triple
T2182483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Q. Wilson |
E49075
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Richard J. Herrnstein
Richard J. Herrnstein was an American psychologist and researcher known for his work on intelligence, behaviorism, and the controversial book "The Bell Curve," which he co-authored with Charles Murray.
|
E243243
|
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: Richard J. Herrnstein | Statement: [James Q. Wilson, coAuthorWith, Richard J. Herrnstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard J. Herrnstein Context triple: [James Q. Wilson, coAuthorWith, Richard J. Herrnstein]
-
A.
Jerome H. Barkow
Jerome H. Barkow is an evolutionary anthropologist and psychologist known for his work on evolutionary psychology and human nature, including co-editing the influential volume "The Adapted Mind."
-
B.
David Myers
David Myers was an American cinematographer known for his work on influential films of the late 1960s and early 1970s, including collaborations with directors like George Lucas.
-
C.
James Heckman
James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
-
D.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
E.
Jan D. Achenbach
Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
- 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: Richard J. Herrnstein Triple: [James Q. Wilson, coAuthorWith, Richard J. Herrnstein]
Generated description
Richard J. Herrnstein was an American psychologist and researcher known for his work on intelligence, behaviorism, and the controversial book "The Bell Curve," which he co-authored with Charles Murray.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard J. Herrnstein Target entity description: Richard J. Herrnstein was an American psychologist and researcher known for his work on intelligence, behaviorism, and the controversial book "The Bell Curve," which he co-authored with Charles Murray.
-
A.
Jerome H. Barkow
Jerome H. Barkow is an evolutionary anthropologist and psychologist known for his work on evolutionary psychology and human nature, including co-editing the influential volume "The Adapted Mind."
-
B.
David Myers
David Myers was an American cinematographer known for his work on influential films of the late 1960s and early 1970s, including collaborations with directors like George Lucas.
-
C.
James Heckman
James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
-
D.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
E.
Jan D. Achenbach
Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
- 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_69a88aa72d348190a9544bb5b8a4e71d |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf0d551881909d7f907378e1b2b7 |
completed | March 7, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5da786e48190896cae8fdcee3d83 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e30a69c8190a3f77e784401f671 |
completed | March 9, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ea7909c8190a93d87a5d07b84d4 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.