Triple

T2771210
Position Surface form Disambiguated ID Type / Status
Subject Demolition Man E61458 entity
Predicate mainCharacter P1183 FINISHED
Object John Spartan
John Spartan is a tough, rule-breaking 20th-century cop who is cryogenically frozen and revived in a sanitized future to battle his old nemesis in the sci-fi action film "Demolition Man."
 E296918 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: John Spartan | Statement: [Demolition Man, mainCharacter, John Spartan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Spartan
Context triple: [Demolition Man, mainCharacter, John Spartan]
  • A. James Rhodes
    James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
  • B. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • C. Matt Kowalski
    Matt Kowalski is a veteran NASA astronaut and spacewalker featured as a central character in the science fiction film "Gravity."
  • D. Chuck Sullivan
    Chuck Sullivan is a member of the Sullivan family known for his prominence and public recognition within that lineage.
  • E. Marshal Will Kane
    Marshal Will Kane is the principled, embattled lawman at the center of the classic Western film "High Noon," known for facing a deadly showdown alone when his town abandons him.
  • 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: John Spartan
Triple: [Demolition Man, mainCharacter, John Spartan]
Generated description
John Spartan is a tough, rule-breaking 20th-century cop who is cryogenically frozen and revived in a sanitized future to battle his old nemesis in the sci-fi action film "Demolition Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Spartan
Target entity description: John Spartan is a tough, rule-breaking 20th-century cop who is cryogenically frozen and revived in a sanitized future to battle his old nemesis in the sci-fi action film "Demolition Man."
  • A. James Rhodes
    James Rhodes is a high-ranking military officer and close ally of Tony Stark who fights in advanced powered armor under the codename War Machine in the Marvel Cinematic Universe.
  • B. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • C. Matt Kowalski
    Matt Kowalski is a veteran NASA astronaut and spacewalker featured as a central character in the science fiction film "Gravity."
  • D. Chuck Sullivan
    Chuck Sullivan is a member of the Sullivan family known for his prominence and public recognition within that lineage.
  • E. Marshal Will Kane
    Marshal Will Kane is the principled, embattled lawman at the center of the classic Western film "High Noon," known for facing a deadly showdown alone when his town abandons him.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6a23208190ba94c9a9f601a042 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05061808190abe709eff7a8c986 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6f7208190ac4f135ae72f0336 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.