Triple
T3276755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beverly Hills Cop III |
E68775
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Mace Neufeld
Mace Neufeld was an American film producer best known for shepherding major Hollywood projects including the Jack Ryan spy thrillers and other high-profile action films.
|
E345335
|
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: Mace Neufeld | Statement: [Beverly Hills Cop III, producer, Mace Neufeld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mace Neufeld Context triple: [Beverly Hills Cop III, producer, Mace Neufeld]
-
A.
Jean DuShon
Jean DuShon was an American jazz and soul singer and stage performer known for her powerful vocals and work in clubs and theater from the 1950s onward.
-
B.
Diane Venora
Diane Venora is an American actress known for her intense, versatile performances in film, television, and theater, including prominent roles in works like "Heat" and "Romeo + Juliet."
-
C.
Joss Christensen
Joss Christensen is an American freestyle skier best known for winning the inaugural Olympic gold medal in men's slopestyle skiing at the 2014 Winter Olympics in Sochi.
-
D.
Brian MacDevitt
Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
-
E.
David Leslie Johnson-McGoldrick
David Leslie Johnson-McGoldrick is an American screenwriter best known for his work on major genre films, including entries in the Aquaman and Conjuring franchises.
- 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: Mace Neufeld Triple: [Beverly Hills Cop III, producer, Mace Neufeld]
Generated description
Mace Neufeld was an American film producer best known for shepherding major Hollywood projects including the Jack Ryan spy thrillers and other high-profile action films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mace Neufeld Target entity description: Mace Neufeld was an American film producer best known for shepherding major Hollywood projects including the Jack Ryan spy thrillers and other high-profile action films.
-
A.
Jean DuShon
Jean DuShon was an American jazz and soul singer and stage performer known for her powerful vocals and work in clubs and theater from the 1950s onward.
-
B.
Diane Venora
Diane Venora is an American actress known for her intense, versatile performances in film, television, and theater, including prominent roles in works like "Heat" and "Romeo + Juliet."
-
C.
Joss Christensen
Joss Christensen is an American freestyle skier best known for winning the inaugural Olympic gold medal in men's slopestyle skiing at the 2014 Winter Olympics in Sochi.
-
D.
Brian MacDevitt
Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
-
E.
David Leslie Johnson-McGoldrick
David Leslie Johnson-McGoldrick is an American screenwriter best known for his work on major genre films, including entries in the Aquaman and Conjuring franchises.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0128f08819084644f3c8fda2596 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e84a3c2c8190908152fc042fcad1 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e939460481909743b49e274b693e |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ecfd3c20819089bc0b2141aee8eb |
completed | March 12, 2026, 4:42 p.m. |
Created at: March 8, 2026, 3:10 p.m.