Triple

T15711699
Position Surface form Disambiguated ID Type / Status
Subject Roger Yuan E380853 entity
Predicate notableWork P4 FINISHED
Object The Perfect Weapon
The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
E1172436 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: The Perfect Weapon | Statement: [Roger Yuan, notableWork, The Perfect Weapon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Perfect Weapon
Context triple: [Roger Yuan, notableWork, The Perfect Weapon]
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. Perfect Weapon
    "Perfect Weapon" is a popular hard rock/metalcore song by American rock band Black Veil Brides, known for its aggressive sound and anthemic, rebellious lyrics.
  • C. The Great Deterrent
    The Great Deterrent is a Cold War–era strategic analysis by Air Chief Marshal Sir John Slessor that argues for the central role of air power and nuclear deterrence in preventing major war.
  • D. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • E. Blowback
    "Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
  • 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: The Perfect Weapon
Triple: [Roger Yuan, notableWork, The Perfect Weapon]
Generated description
The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Perfect Weapon
Target entity description: The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. Perfect Weapon
    "Perfect Weapon" is a popular hard rock/metalcore song by American rock band Black Veil Brides, known for its aggressive sound and anthemic, rebellious lyrics.
  • C. The Great Deterrent
    The Great Deterrent is a Cold War–era strategic analysis by Air Chief Marshal Sir John Slessor that argues for the central role of air power and nuclear deterrence in preventing major war.
  • D. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • E. Blowback
    "Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
  • 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_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757f571881908015fe68df2a5e69 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff769d305881908791ffcb0a30ee35 completed May 9, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff770b73d48190a422a0760c03f763 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.