Triple

T8441875
Position Surface form Disambiguated ID Type / Status
Subject Walter Hill E199367 entity
Predicate notableWork P4 FINISHED
Object Bullet to the Head
Bullet to the Head is a 2012 action thriller film starring Sylvester Stallone as a New Orleans hitman who teams up with a detective to take down a common enemy.
E734410 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: Bullet to the Head | Statement: [Walter Hill, notableWork, Bullet to the Head]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bullet to the Head
Context triple: [Walter Hill, notableWork, Bullet to the Head]
  • A. Bullet in the Head
    "Bullet in the Head" is a politically charged rap metal song by Rage Against the Machine, known for its aggressive sound and critique of media manipulation and conformity.
  • B. Live Bullet
    Live Bullet is a celebrated live rock album by Bob Seger & the Silver Bullet Band, widely credited with breaking Seger into national prominence in the mid-1970s.
  • C. God Is a Bullet
    "God Is a Bullet" is a dark, politically charged alternative rock song by Concrete Blonde that critiques gun violence and American culture.
  • D. Don’t Go and Put a Bullet in Your Head
    "Don’t Go and Put a Bullet in Your Head" is a track featured on the album "Circus," likely reflecting the record’s darker, introspective themes.
  • E. Take It to the Head
    "Take It to the Head" is a hip hop single by DJ Khaled featuring prominent rap and R&B artists, known for its collaborative star-studded lineup and radio-friendly production.
  • 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: Bullet to the Head
Triple: [Walter Hill, notableWork, Bullet to the Head]
Generated description
Bullet to the Head is a 2012 action thriller film starring Sylvester Stallone as a New Orleans hitman who teams up with a detective to take down a common enemy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bullet to the Head
Target entity description: Bullet to the Head is a 2012 action thriller film starring Sylvester Stallone as a New Orleans hitman who teams up with a detective to take down a common enemy.
  • A. Bullet in the Head
    "Bullet in the Head" is a politically charged rap metal song by Rage Against the Machine, known for its aggressive sound and critique of media manipulation and conformity.
  • B. Live Bullet
    Live Bullet is a celebrated live rock album by Bob Seger & the Silver Bullet Band, widely credited with breaking Seger into national prominence in the mid-1970s.
  • C. God Is a Bullet
    "God Is a Bullet" is a dark, politically charged alternative rock song by Concrete Blonde that critiques gun violence and American culture.
  • D. Don’t Go and Put a Bullet in Your Head
    "Don’t Go and Put a Bullet in Your Head" is a track featured on the album "Circus," likely reflecting the record’s darker, introspective themes.
  • E. Take It to the Head
    "Take It to the Head" is a hip hop single by DJ Khaled featuring prominent rap and R&B artists, known for its collaborative star-studded lineup and radio-friendly production.
  • 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_69ca8314cd6c8190a6b8c2a1096e18f3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe30fba4081908bfdef3faf5baceb completed March 31, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1da3a99481909c9beae665bb5b83 completed April 2, 2026, 7:41 a.m.
NEDg Description generation batch_69ce1fdb77248190aa7d9f2c39446e62 completed April 2, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69ce207100548190b80fc1ca6d5b4cda completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:08 p.m.