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.