Triple

T4440913
Position Surface form Disambiguated ID Type / Status
Subject Commando E95767 entity
Predicate character P662 FINISHED
Object John Matrix
John Matrix is the tough, resourceful former Special Forces colonel portrayed by Arnold Schwarzenegger in the 1985 action film "Commando."
 E439219 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 Matrix | Statement: [Commando, character, John Matrix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Matrix
Context triple: [Commando, character, John Matrix]
  • A. Raoul Silva
    Raoul Silva is the primary antagonist in the James Bond film "Skyfall," a former MI6 agent turned cyberterrorist bent on revenge against M.
  • B. Harry Callahan
    Harry Callahan is a fictional tough, rule-bending San Francisco police inspector famously portrayed by Clint Eastwood in the "Dirty Harry" film series.
  • C. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • D. Michael Cage
    Michael Cage is a former American professional basketball player and dominant rebounder who starred in college before enjoying a long NBA career primarily in the 1980s and 1990s.
  • E. Brian O'Conner
    Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
  • 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 Matrix
Triple: [Commando, character, John Matrix]
Generated description
John Matrix is the tough, resourceful former Special Forces colonel portrayed by Arnold Schwarzenegger in the 1985 action film "Commando."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Matrix
Target entity description: John Matrix is the tough, resourceful former Special Forces colonel portrayed by Arnold Schwarzenegger in the 1985 action film "Commando."
  • A. Raoul Silva
    Raoul Silva is the primary antagonist in the James Bond film "Skyfall," a former MI6 agent turned cyberterrorist bent on revenge against M.
  • B. Harry Callahan
    Harry Callahan is a fictional tough, rule-bending San Francisco police inspector famously portrayed by Clint Eastwood in the "Dirty Harry" film series.
  • C. Mickey Goldmill
    Mickey Goldmill is the gruff, old-school boxing trainer and mentor of Rocky Balboa in the "Rocky" film series.
  • D. Michael Cage
    Michael Cage is a former American professional basketball player and dominant rebounder who starred in college before enjoying a long NBA career primarily in the 1980s and 1990s.
  • E. Brian O'Conner
    Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ac05e081908411089c05fc36bd completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61380fca08190bf036a7d82cee0e7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
Created at: March 12, 2026, 11:32 p.m.