Triple
T8513455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Gunton |
E201512
|
entity |
| Predicate | role |
P268
|
FINISHED |
| Object |
Chief George Earle in Demolition Man
Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
|
E738687
|
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: Chief George Earle in Demolition Man | Statement: [Bob Gunton, role, Chief George Earle in Demolition Man]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chief George Earle in Demolition Man Context triple: [Bob Gunton, role, Chief George Earle in Demolition Man]
-
A.
Arnold Schwarzenegger as Detective John Kimble
Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
-
B.
Major William Cage
Major William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public affairs officer who becomes caught in a time loop while fighting an alien invasion.
-
C.
Frank Nugent in The Negotiator
Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
-
D.
Alex Murphy / RoboCop
Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
-
E.
Johnny Cage
Johnny Cage is a cocky Hollywood action movie star and skilled martial artist known for his flashy moves and comic relief role in the Mortal Kombat fighting game 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: Chief George Earle in Demolition Man Triple: [Bob Gunton, role, Chief George Earle in Demolition Man]
Generated description
Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chief George Earle in Demolition Man Target entity description: Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
-
A.
Arnold Schwarzenegger as Detective John Kimble
Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
-
B.
Major William Cage
Major William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public affairs officer who becomes caught in a time loop while fighting an alien invasion.
-
C.
Frank Nugent in The Negotiator
Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
-
D.
Alex Murphy / RoboCop
Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
-
E.
Johnny Cage
Johnny Cage is a cocky Hollywood action movie star and skilled martial artist known for his flashy moves and comic relief role in the Mortal Kombat fighting game 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe60cdfcc819081a9be1229378ba0 |
completed | March 31, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e4e64f481908ddf99570fe59332 |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffac8a08190bc2131c0d260ca39 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce5117c7508190b74821d029d226c6 |
completed | April 2, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:15 p.m.