Triple

T1575901
Position Surface form Disambiguated ID Type / Status
Subject Gladys Knight E33649 entity
Predicate notableWork P4 FINISHED
Object License to Kill
"License to Kill" is a 1989 James Bond film best known for its darker tone and for featuring the title song performed by soul singer Gladys Knight.
E179781 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: License to Kill | Statement: [Gladys Knight, notableWork, License to Kill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: License to Kill
Context triple: [Gladys Knight, notableWork, License to Kill]
  • A. 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.
  • B. Great Kills
    Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
  • C. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • D. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • E. Killing Times
    The Killing Times were a period of brutal persecution and summary executions of Scottish Covenanters in the late 17th century under the Stuart monarchy.
  • 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: License to Kill
Triple: [Gladys Knight, notableWork, License to Kill]
Generated description
"License to Kill" is a 1989 James Bond film best known for its darker tone and for featuring the title song performed by soul singer Gladys Knight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: License to Kill
Target entity description: "License to Kill" is a 1989 James Bond film best known for its darker tone and for featuring the title song performed by soul singer Gladys Knight.
  • A. 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.
  • B. Great Kills
    Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
  • C. Homicide Squad
    The Homicide Squad is a specialized New York City Police Department unit dedicated to investigating and solving murder cases.
  • D. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • E. Killing Times
    The Killing Times were a period of brutal persecution and summary executions of Scottish Covenanters in the late 17th century under the Stuart monarchy.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d2cffc819090f3d5cbebae3307 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad402b44688190b02e6d146f009854 completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad410ba7f881909dcee6e6fd56490f completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad41ff0b0c8190b5429ed6952a0ce6 completed March 8, 2026, 9:31 a.m.
Created at: March 4, 2026, 7:27 p.m.