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.