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.