Triple

T9802005
Position Surface form Disambiguated ID Type / Status
Subject Tom Atkins E237859 entity
Predicate portrayed P1668 FINISHED
Object Michael Hunsaker in Lethal Weapon
Michael Hunsaker is a key supporting character in the action film "Lethal Weapon," serving as a troubled Vietnam War veteran and old friend of Roger Murtaugh whose personal tragedy helps drive the movie’s central investigation.
E821770 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: Michael Hunsaker in Lethal Weapon | Statement: [Tom Atkins, portrayed, Michael Hunsaker in Lethal Weapon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Hunsaker in Lethal Weapon
Context triple: [Tom Atkins, portrayed, Michael Hunsaker in Lethal Weapon]
  • A. 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.
  • B. Clayne Crawford as Martin Riggs
    Clayne Crawford’s Martin Riggs is a troubled yet sharp-witted Texas cop whose grief-fueled recklessness drives much of the action and emotional core of the Lethal Weapon TV series.
  • C. 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.
  • D. Dustin Weaver
    Dustin Weaver is an American comic book artist known for his detailed, dynamic work on major Marvel titles and creator-owned projects.
  • E. John McClane
    John McClane is the tough, wisecracking New York cop and everyman action hero famously portrayed by Bruce Willis in the Die Hard film 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: Michael Hunsaker in Lethal Weapon
Triple: [Tom Atkins, portrayed, Michael Hunsaker in Lethal Weapon]
Generated description
Michael Hunsaker is a key supporting character in the action film "Lethal Weapon," serving as a troubled Vietnam War veteran and old friend of Roger Murtaugh whose personal tragedy helps drive the movie’s central investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Hunsaker in Lethal Weapon
Target entity description: Michael Hunsaker is a key supporting character in the action film "Lethal Weapon," serving as a troubled Vietnam War veteran and old friend of Roger Murtaugh whose personal tragedy helps drive the movie’s central investigation.
  • A. 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.
  • B. Clayne Crawford as Martin Riggs
    Clayne Crawford’s Martin Riggs is a troubled yet sharp-witted Texas cop whose grief-fueled recklessness drives much of the action and emotional core of the Lethal Weapon TV series.
  • C. 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.
  • D. Dustin Weaver
    Dustin Weaver is an American comic book artist known for his detailed, dynamic work on major Marvel titles and creator-owned projects.
  • E. John McClane
    John McClane is the tough, wisecracking New York cop and everyman action hero famously portrayed by Bruce Willis in the Die Hard film 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda62b41048190bcef70a7591830c6 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c44edac48190a44fdfb858d0dbba completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c50af000819087d643cc41a6fcc8 completed April 5, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5d39b288190b276371591a86399 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:29 p.m.