Triple
T7630887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natural Born Killers |
E172755
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
David Veloz
David Veloz is an American screenwriter best known for co-writing the controversial 1994 crime film "Natural Born Killers."
|
E678364
|
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 Veloz | Statement: [Natural Born Killers, screenwriter, David Veloz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Veloz Context triple: [Natural Born Killers, screenwriter, David Veloz]
-
A.
Rio Morales
Rio Morales is the caring and politically active mother of Miles Morales in the Spider-Man franchise, known for supporting her son while working as a nurse in New York City.
-
B.
Jorge Vergara
Jorge Vergara was a Mexican businessman and film producer best known for founding the production company behind acclaimed Mexican films and for owning the football club C.D. Guadalajara.
-
C.
Diego Ferney Chará Zamora
Diego Ferney Chará Zamora is a Colombian professional footballer best known as a long-serving defensive midfielder for the Portland Timbers in Major League Soccer.
-
D.
Daniel Zaragoza
Daniel Zaragoza is a former Mexican professional boxer and long-reigning WBC super bantamweight champion known for his awkward southpaw style and multiple world title reigns.
-
E.
Carlos PenaVega
Carlos PenaVega is an American actor and singer best known as a member of the pop group Big Time Rush and for his role on the Nickelodeon series of the same name.
- 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 Veloz Triple: [Natural Born Killers, screenwriter, David Veloz]
Generated description
David Veloz is an American screenwriter best known for co-writing the controversial 1994 crime film "Natural Born Killers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Veloz Target entity description: David Veloz is an American screenwriter best known for co-writing the controversial 1994 crime film "Natural Born Killers."
-
A.
Rio Morales
Rio Morales is the caring and politically active mother of Miles Morales in the Spider-Man franchise, known for supporting her son while working as a nurse in New York City.
-
B.
Jorge Vergara
Jorge Vergara was a Mexican businessman and film producer best known for founding the production company behind acclaimed Mexican films and for owning the football club C.D. Guadalajara.
-
C.
Diego Ferney Chará Zamora
Diego Ferney Chará Zamora is a Colombian professional footballer best known as a long-serving defensive midfielder for the Portland Timbers in Major League Soccer.
-
D.
Daniel Zaragoza
Daniel Zaragoza is a former Mexican professional boxer and long-reigning WBC super bantamweight champion known for his awkward southpaw style and multiple world title reigns.
-
E.
Carlos PenaVega
Carlos PenaVega is an American actor and singer best known as a member of the pop group Big Time Rush and for his role on the Nickelodeon series of the same name.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa85c57c8190acfd33e0c890c2f9 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c870b3984c8190b16a49415556a27d |
completed | March 29, 2026, 12:22 a.m. |
| NEDg | Description generation | batch_69c871945b8c8190a49d4abaca553668 |
completed | March 29, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c871f6cc5881909a0c65beaf713144 |
completed | March 29, 2026, 12:27 a.m. |
Created at: March 27, 2026, 3:56 p.m.