Triple

T3797163
Position Surface form Disambiguated ID Type / Status
Subject Marc Bulger E91599 entity
Predicate familyName P18 FINISHED
Object Bulger
Bulger is a surname most notably associated with former NFL quarterback Marc Bulger and several other prominent American figures.
E389107 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: Bulger | Statement: [Marc Bulger, familyName, Bulger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulger
Context triple: [Marc Bulger, familyName, Bulger]
  • A. Frank Sheeran
    Frank Sheeran was an American labor union official and alleged mob hitman best known for his claimed involvement in the disappearance of Jimmy Hoffa, as depicted in the film "The Irishman."
  • B. Daniel Franzese
    Daniel Franzese is an American actor and comedian best known for his breakout role as Damian in the teen comedy film "Mean Girls."
  • C. Russell Bufalino
    Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
  • D. Henry Hill
    Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
  • E. Frank Costello
    Frank Costello was a powerful Italian-American mob boss and political fixer who led the Luciano crime family and became known as the "Prime Minister of the Underworld" in mid-20th-century New York.
  • 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: Bulger
Triple: [Marc Bulger, familyName, Bulger]
Generated description
Bulger is a surname most notably associated with former NFL quarterback Marc Bulger and several other prominent American figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulger
Target entity description: Bulger is a surname most notably associated with former NFL quarterback Marc Bulger and several other prominent American figures.
  • A. Frank Sheeran
    Frank Sheeran was an American labor union official and alleged mob hitman best known for his claimed involvement in the disappearance of Jimmy Hoffa, as depicted in the film "The Irishman."
  • B. Daniel Franzese
    Daniel Franzese is an American actor and comedian best known for his breakout role as Damian in the teen comedy film "Mean Girls."
  • C. Russell Bufalino
    Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
  • D. Henry Hill
    Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
  • E. Frank Costello
    Frank Costello was a powerful Italian-American mob boss and political fixer who led the Luciano crime family and became known as the "Prime Minister of the Underworld" in mid-20th-century New York.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7a0818481909460197929ebb8e4 completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f061a9e481908d16ae0aa44e2f16 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f25fab648190abbded4d44357c54 completed March 14, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b4f314a63c8190a76ed8f4bd21eaf5 completed March 14, 2026, 5:33 a.m.
Created at: March 9, 2026, 3:15 p.m.