Triple

T15715295
Position Surface form Disambiguated ID Type / Status
Subject Howard Hesseman E380943 entity
Predicate portrayedIn P626 FINISHED
Object Billy Jack
Billy Jack is a 1971 cult-classic action-drama film about a half-Native American Vietnam veteran who defends a progressive school and its students from bigotry and violence.
E1172064 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: Billy Jack | Statement: [Howard Hesseman, portrayedIn, Billy Jack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Jack
Context triple: [Howard Hesseman, portrayedIn, Billy Jack]
  • A. Bob Steele
    Bob Steele was an American film actor best known for his roles in Westerns during the early to mid-20th century.
  • B. Joe Kidd
    Joe Kidd is a 1972 American Western film starring Clint Eastwood as a former bounty hunter drawn into a land dispute in New Mexico.
  • C. Joliet Jake
    Joliet Jake is one of the Blues Brothers, a fictional blues musician and ex-convict portrayed by John Belushi in the film and musical act "The Blues Brothers."
  • D. Bob Montana
    Bob Montana was an American comic book artist best known as the original creator and illustrator of the Archie comic strip.
  • E. Bret Maverick
    Bret Maverick is a charming, quick-witted professional gambler and con man from the classic Western television series "Maverick," famously portrayed by James Garner.
  • 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: Billy Jack
Triple: [Howard Hesseman, portrayedIn, Billy Jack]
Generated description
Billy Jack is a 1971 cult-classic action-drama film about a half-Native American Vietnam veteran who defends a progressive school and its students from bigotry and violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Jack
Target entity description: Billy Jack is a 1971 cult-classic action-drama film about a half-Native American Vietnam veteran who defends a progressive school and its students from bigotry and violence.
  • A. Bob Steele
    Bob Steele was an American film actor best known for his roles in Westerns during the early to mid-20th century.
  • B. Joe Kidd
    Joe Kidd is a 1972 American Western film starring Clint Eastwood as a former bounty hunter drawn into a land dispute in New Mexico.
  • C. Joliet Jake
    Joliet Jake is one of the Blues Brothers, a fictional blues musician and ex-convict portrayed by John Belushi in the film and musical act "The Blues Brothers."
  • D. Bob Montana
    Bob Montana was an American comic book artist best known as the original creator and illustrator of the Archie comic strip.
  • E. Bret Maverick
    Bret Maverick is a charming, quick-witted professional gambler and con man from the classic Western television series "Maverick," famously portrayed by James Garner.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7581302c8190918266f04bcf2231 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff763d40348190bf102da746420390 completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76ec45948190bee47609c0d2fd10 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.