Triple

T2512987
Position Surface form Disambiguated ID Type / Status
Subject John Sculley E52742 entity
Predicate coAuthor P398 FINISHED
Object John A. Byrne
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
E419095 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: John A. Byrne | Statement: [John Sculley, coAuthor, John A. Byrne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John A. Byrne
Context triple: [John Sculley, coAuthor, John A. Byrne]
  • A. 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.
  • B. Joseph B. Keenan
    Joseph B. Keenan was an American lawyer and U.S. Assistant Attorney General who served as the chief prosecutor in the post–World War II Tokyo war crimes trials.
  • C. Arthur E. Molloy
    Arthur E. Molloy was an individual significant enough in marine or exploratory history to have the undersea feature Molloy Deep named in his honor.
  • D. William A. O'Kelly
    William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
  • E. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • 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: John A. Byrne
Triple: [John Sculley, coAuthor, John A. Byrne]
Generated description
John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John A. Byrne
Target entity description: John A. Byrne is an American business journalist and author best known for his work covering corporate leadership and management, including co-authoring high-profile business books.
  • A. 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.
  • B. Joseph B. Keenan
    Joseph B. Keenan was an American lawyer and U.S. Assistant Attorney General who served as the chief prosecutor in the post–World War II Tokyo war crimes trials.
  • C. Arthur E. Molloy
    Arthur E. Molloy was an individual significant enough in marine or exploratory history to have the undersea feature Molloy Deep named in his honor.
  • D. William A. O'Kelly
    William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
  • E. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd20b6d008190acec0eb172e218c9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b589aa20688190a74a65b0563c3938 completed March 14, 2026, 4:15 p.m.
NEDg Description generation batch_69b58aa95428819085048691c77e2aea completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b34c4e881909fd44fbe8acedda4 completed March 14, 2026, 4:22 p.m.
Created at: March 6, 2026, 9:46 p.m.