Triple
T7494737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedtime Stories |
E177094
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Matt Lopez
Matt Lopez is an American screenwriter known for writing family-oriented films such as "Bedtime Stories" and other Hollywood studio projects.
|
E669906
|
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: Matt Lopez | Statement: [Bedtime Stories, screenwriter, Matt Lopez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Lopez Context triple: [Bedtime Stories, screenwriter, Matt Lopez]
-
A.
Daniel Lugo
Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
-
B.
Mike Ybarra
Mike Ybarra is a video game executive best known for his leadership roles at major gaming companies, including serving as president of Blizzard Entertainment after a long tenure at Microsoft Xbox.
-
C.
Mike Ribeiro
Mike Ribeiro is a Canadian former professional ice hockey center known for his playmaking skills during a lengthy NHL career with teams including the Montreal Canadiens, Dallas Stars, and Nashville Predators.
-
D.
Curt Bisquera
Curt Bisquera is an American session and touring drummer known for his work with major rock and pop artists, including Tom Petty and the Heartbreakers.
-
E.
Mark Dacascos
Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
- 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: Matt Lopez Triple: [Bedtime Stories, screenwriter, Matt Lopez]
Generated description
Matt Lopez is an American screenwriter known for writing family-oriented films such as "Bedtime Stories" and other Hollywood studio projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Lopez Target entity description: Matt Lopez is an American screenwriter known for writing family-oriented films such as "Bedtime Stories" and other Hollywood studio projects.
-
A.
Daniel Lugo
Daniel Lugo is the ambitious, bodybuilding ringleader of the criminal scheme at the center of the dark comedy crime film "Pain & Gain."
-
B.
Mike Ybarra
Mike Ybarra is a video game executive best known for his leadership roles at major gaming companies, including serving as president of Blizzard Entertainment after a long tenure at Microsoft Xbox.
-
C.
Mike Ribeiro
Mike Ribeiro is a Canadian former professional ice hockey center known for his playmaking skills during a lengthy NHL career with teams including the Montreal Canadiens, Dallas Stars, and Nashville Predators.
-
D.
Curt Bisquera
Curt Bisquera is an American session and touring drummer known for his work with major rock and pop artists, including Tom Petty and the Heartbreakers.
-
E.
Mark Dacascos
Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f57b5b4c8190ab839e6a98ee86ed |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c846043ed48190b6fa45ed0e70b4d3 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c846fb17d88190a515bf2226c1747d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8477874588190abeb0d31ce78c489 |
completed | March 28, 2026, 9:26 p.m. |
Created at: March 27, 2026, 3:43 p.m.