Triple

T16041514
Position Surface form Disambiguated ID Type / Status
Subject Bulger E389107 entity
Predicate hasNotableBearer P458 FINISHED
Object William M. Bulger
William M. Bulger is an American lawyer, Democratic politician, and longtime president of the Massachusetts Senate who later served as president of the University of Massachusetts.
E1190767 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: William M. Bulger | Statement: [Bulger, hasNotableBearer, William M. Bulger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William M. Bulger
Context triple: [Bulger, hasNotableBearer, William M. Bulger]
  • A. Ralph B. O’Neill
    Ralph B. O’Neill was a notable figure associated with California’s water development history, commemorated by having the O’Neill Forebay reservoir named in his honor.
  • B. Edward M. Egan
    Edward M. Egan was an American cardinal of the Roman Catholic Church who served as Archbishop of New York in the early 21st century.
  • C. Raymond L. Flynn
    Raymond L. Flynn is a former mayor of Boston and U.S. ambassador to the Holy See known for his influential role in the city’s political and civic life.
  • D. John P. McGovern
    John P. McGovern was an American allergist, medical educator, and philanthropist known for his significant contributions to medicine and support of biomedical humanities and ethics.
  • E. John Foley
    John Foley is a common name shared by several notable individuals, including a Jesuit priest and hymn composer, a former Peloton CEO, and various athletes and public figures.
  • 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: William M. Bulger
Triple: [Bulger, hasNotableBearer, William M. Bulger]
Generated description
William M. Bulger is an American lawyer, Democratic politician, and longtime president of the Massachusetts Senate who later served as president of the University of Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William M. Bulger
Target entity description: William M. Bulger is an American lawyer, Democratic politician, and longtime president of the Massachusetts Senate who later served as president of the University of Massachusetts.
  • A. Ralph B. O’Neill
    Ralph B. O’Neill was a notable figure associated with California’s water development history, commemorated by having the O’Neill Forebay reservoir named in his honor.
  • B. Edward M. Egan
    Edward M. Egan was an American cardinal of the Roman Catholic Church who served as Archbishop of New York in the early 21st century.
  • C. Raymond L. Flynn
    Raymond L. Flynn is a former mayor of Boston and U.S. ambassador to the Holy See known for his influential role in the city’s political and civic life.
  • D. John P. McGovern
    John P. McGovern was an American allergist, medical educator, and philanthropist known for his significant contributions to medicine and support of biomedical humanities and ethics.
  • E. John Foley
    John Foley is a common name shared by several notable individuals, including a Jesuit priest and hymn composer, a former Peloton CEO, and various athletes and public figures.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18340686881909135fc43a0a71b20 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd77c5481908644742a8a8f3e68 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc4f3d488190a5d1bffd4432ac32 completed May 10, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd0392e08190af42a0cdc5dd4c1f completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:56 a.m.