Triple

T1651006
Position Surface form Disambiguated ID Type / Status
Subject Shane Black E35691 entity
Predicate notableWork P4 FINISHED
Object Last Action Hero
Last Action Hero is a 1993 action-comedy film that parodies and pays homage to Hollywood action movies through a meta, self-aware story about a boy who enters the world of his favorite action hero.
E185822 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: Last Action Hero | Statement: [Shane Black, notableWork, Last Action Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Last Action Hero
Context triple: [Shane Black, notableWork, Last Action Hero]
  • A. Enemy of the State
    "Enemy of the State" is a 1998 American techno-thriller film about government surveillance and civil liberties, starring Will Smith and Gene Hackman.
  • B. Top Gun
    Top Gun is a 1955 American Western film starring Sterling Hayden as a notorious gunslinger who returns to his hometown to warn of an impending outlaw attack.
  • C. Top Gun
    Top Gun is a 1986 American action drama film starring Tom Cruise as a hotshot Navy fighter pilot, renowned for its high-octane aerial sequences, iconic soundtrack, and lasting impact on pop culture.
  • D. Demolition Man
    Demolition Man is a 1993 sci-fi action film set in a dystopian future where a cryogenically frozen cop and criminal are revived to resume their battle in a highly controlled, sanitized society.
  • E. The Rock
    The Rock is the nickname of Corregidor, a heavily fortified island in the Philippines that played a crucial role in World War II as a last stronghold of Allied forces in the defense of Manila Bay.
  • 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: Last Action Hero
Triple: [Shane Black, notableWork, Last Action Hero]
Generated description
Last Action Hero is a 1993 action-comedy film that parodies and pays homage to Hollywood action movies through a meta, self-aware story about a boy who enters the world of his favorite action hero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Last Action Hero
Target entity description: Last Action Hero is a 1993 action-comedy film that parodies and pays homage to Hollywood action movies through a meta, self-aware story about a boy who enters the world of his favorite action hero.
  • A. Enemy of the State
    "Enemy of the State" is a 1998 American techno-thriller film about government surveillance and civil liberties, starring Will Smith and Gene Hackman.
  • B. Top Gun
    Top Gun is a 1955 American Western film starring Sterling Hayden as a notorious gunslinger who returns to his hometown to warn of an impending outlaw attack.
  • C. Top Gun
    Top Gun is a 1986 American action drama film starring Tom Cruise as a hotshot Navy fighter pilot, renowned for its high-octane aerial sequences, iconic soundtrack, and lasting impact on pop culture.
  • D. Demolition Man
    Demolition Man is a 1993 sci-fi action film set in a dystopian future where a cryogenically frozen cop and criminal are revived to resume their battle in a highly controlled, sanitized society.
  • E. The Rock
    The Rock is the nickname of Corregidor, a heavily fortified island in the Philippines that played a crucial role in World War II as a last stronghold of Allied forces in the defense of Manila Bay.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a67c0308190a502fd9c6c0769bc completed March 5, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a996508190bc227400cb7713ac completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61323b308190b883c4bf2c3ca1bf completed March 8, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad622d695481909351a9c80f8d646f completed March 8, 2026, 11:49 a.m.
Created at: March 4, 2026, 7:29 p.m.