Triple
T1748696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fast & Furious Presents: Hobbs & Shaw |
E38391
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
David Leitch
David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
|
E199357
|
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: David Leitch | Statement: [Fast & Furious Presents: Hobbs & Shaw, director, David Leitch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Leitch Context triple: [Fast & Furious Presents: Hobbs & Shaw, director, David Leitch]
-
A.
Joe Carnahan
Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
-
B.
Shane Black
Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
-
C.
Chad Stahelski
Chad Stahelski is an American film director, stunt coordinator, and former stuntman best known for directing the John Wick action film series.
-
D.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
E.
Matthew Vaughn
Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
- 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: David Leitch Triple: [Fast & Furious Presents: Hobbs & Shaw, director, David Leitch]
Generated description
David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Leitch Target entity description: David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
-
A.
Joe Carnahan
Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
-
B.
Shane Black
Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
-
C.
Chad Stahelski
Chad Stahelski is an American film director, stunt coordinator, and former stuntman best known for directing the John Wick action film series.
-
D.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
E.
Matthew Vaughn
Matthew Vaughn is a British filmmaker and producer known for stylish, fast-paced genre movies such as "Layer Cake," "Kick-Ass," and the "Kingsman" series.
- 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_69a8862b01a48190ab47209063af82d9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63ee4d2081909dfd6d3244228c56 |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada989b368819098b788d099f2f8e4 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae972d1081909cd13e8220c3ccc6 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf9d042481909dbd54d9e04e444e |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:31 p.m.