Triple
T4441291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pumping Iron |
E95775
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Robert Fiore
Robert Fiore is an American documentary filmmaker best known for co-directing the influential 1977 bodybuilding film "Pumping Iron."
|
E439278
|
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: Robert Fiore | Statement: [Pumping Iron, director, Robert Fiore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Fiore Context triple: [Pumping Iron, director, Robert Fiore]
-
A.
Alan Di Fiore
Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
-
B.
Mike Fiore
Mike Fiore is an American college baseball player best known for being the inaugural recipient of the prestigious Dick Howser Trophy, awarded to the nation's top collegiate player.
-
C.
Jon G. Burns
Jon G. Burns is an American Republican politician serving as Speaker of the Georgia House of Representatives.
-
D.
Fred Tatasciore
Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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: Robert Fiore Triple: [Pumping Iron, director, Robert Fiore]
Generated description
Robert Fiore is an American documentary filmmaker best known for co-directing the influential 1977 bodybuilding film "Pumping Iron."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Fiore Target entity description: Robert Fiore is an American documentary filmmaker best known for co-directing the influential 1977 bodybuilding film "Pumping Iron."
-
A.
Alan Di Fiore
Alan Di Fiore is a Canadian screenwriter and producer known for his work in film and television, including co-writing the thriller "Money Monster."
-
B.
Mike Fiore
Mike Fiore is an American college baseball player best known for being the inaugural recipient of the prestigious Dick Howser Trophy, awarded to the nation's top collegiate player.
-
C.
Jon G. Burns
Jon G. Burns is an American Republican politician serving as Speaker of the Georgia House of Representatives.
-
D.
Fred Tatasciore
Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ad71588190b1dcad4250472c29 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b61380fca08190bf036a7d82cee0e7 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6143adefc81908f6c639906e0fd1a |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614b00dbc8190a7ea0477bedbc96a |
completed | March 15, 2026, 2:08 a.m. |
Created at: March 12, 2026, 11:32 p.m.