Triple

T21861140
Position Surface form Disambiguated ID Type / Status
Subject President’s Commission on Campus Unrest E539762 entity
Predicate hasMember P10 FINISHED
Object James F. Ahern
James F. Ahern was an American law enforcement official who served as the police chief of New Haven, Connecticut, and later as a member of the President’s Commission on Campus Unrest in the early 1970s.
 E1540582 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: James F. Ahern | Statement: [President’s Commission on Campus Unrest, hasMember, James F. Ahern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James F. Ahern
Context triple: [President’s Commission on Campus Unrest, hasMember, James F. Ahern]
  • A. John M. Goggin
    John M. Goggin was an influential American archaeologist and anthropologist known for his pioneering research on the pre-Columbian cultures of Florida and the Caribbean.
  • B. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • C. James F. O'Connor
    James F. O'Connor was an American politician and jurist from New York who served as a U.S. Representative in the mid-20th century.
  • D. James G. O'Hara
    James G. O'Hara was an American Democratic politician who served as a U.S. Representative from Michigan in the mid-20th century.
  • E. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • 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: James F. Ahern
Triple: [President’s Commission on Campus Unrest, hasMember, James F. Ahern]
Generated description
James F. Ahern was an American law enforcement official who served as the police chief of New Haven, Connecticut, and later as a member of the President’s Commission on Campus Unrest in the early 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James F. Ahern
Target entity description: James F. Ahern was an American law enforcement official who served as the police chief of New Haven, Connecticut, and later as a member of the President’s Commission on Campus Unrest in the early 1970s.
  • A. John M. Goggin
    John M. Goggin was an influential American archaeologist and anthropologist known for his pioneering research on the pre-Columbian cultures of Florida and the Caribbean.
  • B. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • C. James F. O'Connor
    James F. O'Connor was an American politician and jurist from New York who served as a U.S. Representative in the mid-20th century.
  • D. James G. O'Hara
    James G. O'Hara was an American Democratic politician who served as a U.S. Representative from Michigan in the mid-20th century.
  • E. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • 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_69e0c47829648190bbe2d1d7033768ec completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f0d63ae3708190b7ee04c1487713c9 completed April 28, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b17c99b848190b9df432945b8a064 completed May 18, 2026, 1:44 p.m.
NEDg Description generation batch_6a0b18ad4f608190a6947aeb790d8be7 completed May 18, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1979fe088190a06edb086d6b2b46 completed May 18, 2026, 1:51 p.m.
Created at: April 16, 2026, 6:56 p.m.