Triple
T2515744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen Newell |
E55407
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Clifford Shaw
Clifford Shaw was an early computer scientist and programmer known for his pioneering work in artificial intelligence and symbolic computation alongside collaborators like Allen Newell.
|
E275786
|
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: Clifford Shaw | Statement: [Allen Newell, coAuthor, Clifford Shaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clifford Shaw Context triple: [Allen Newell, coAuthor, Clifford Shaw]
-
A.
Roscoe Pound
Roscoe Pound was an influential American legal scholar and educator, best known for developing the theory of sociological jurisprudence and serving as dean of Harvard Law School.
-
B.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
-
C.
George L. Kelling
George L. Kelling was an American criminologist best known for co-developing the "broken windows" theory of policing and urban disorder.
-
D.
Fredric M. Frank
Fredric M. Frank was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including several collaborations with director Cecil B. DeMille.
-
E.
St. Clair Drake
St. Clair Drake was an influential African American sociologist, anthropologist, and activist known for his pioneering studies of Black urban life and race relations, particularly in Chicago.
- 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: Clifford Shaw Triple: [Allen Newell, coAuthor, Clifford Shaw]
Generated description
Clifford Shaw was an early computer scientist and programmer known for his pioneering work in artificial intelligence and symbolic computation alongside collaborators like Allen Newell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clifford Shaw Target entity description: Clifford Shaw was an early computer scientist and programmer known for his pioneering work in artificial intelligence and symbolic computation alongside collaborators like Allen Newell.
-
A.
Roscoe Pound
Roscoe Pound was an influential American legal scholar and educator, best known for developing the theory of sociological jurisprudence and serving as dean of Harvard Law School.
-
B.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
-
C.
George L. Kelling
George L. Kelling was an American criminologist best known for co-developing the "broken windows" theory of policing and urban disorder.
-
D.
Fredric M. Frank
Fredric M. Frank was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including several collaborations with director Cecil B. DeMille.
-
E.
St. Clair Drake
St. Clair Drake was an influential African American sociologist, anthropologist, and activist known for his pioneering studies of Black urban life and race relations, particularly in Chicago.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20db7e0819096d901eb20ae65e5 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b9aa5cc81908c2e09ce18f2e98e |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af508c28f48190afc4aa1bc3c9adf3 |
completed | March 9, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5155f85081908dd4a1859d0f7907 |
completed | March 9, 2026, 11:01 p.m. |
Created at: March 6, 2026, 9:46 p.m.