Triple

T3290213
Position Surface form Disambiguated ID Type / Status
Subject From Dusk Till Dawn 3: The Hangman's Daughter E69081 entity
Predicate cinematographyBy P1953 FINISHED
Object Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
E343718 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: Michael Bonvillain | Statement: [From Dusk Till Dawn 3: The Hangman's Daughter, cinematographyBy, Michael Bonvillain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Bonvillain
Context triple: [From Dusk Till Dawn 3: The Hangman's Daughter, cinematographyBy, Michael Bonvillain]
  • A. Benjamin Mako Hill
    Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
  • B. James Ingo Freed
    James Ingo Freed was a prominent American architect known for major public works such as the United States Holocaust Memorial Museum and the Air Force Memorial in Washington, D.C.
  • C. Philip Brenner
    Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
  • D. Bob Black
    Bob Black is an American anarchist writer and social critic best known for his essay "The Abolition of Work" and his critiques of contemporary capitalism and leftist politics.
  • E. Loïc Wacquant
    Loïc Wacquant is a French sociologist and social theorist known for his work on urban marginality, the penal state, and the body, often combining ethnography with critical theory.
  • 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: Michael Bonvillain
Triple: [From Dusk Till Dawn 3: The Hangman's Daughter, cinematographyBy, Michael Bonvillain]
Generated description
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Bonvillain
Target entity description: Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
  • A. Benjamin Mako Hill
    Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
  • B. James Ingo Freed
    James Ingo Freed was a prominent American architect known for major public works such as the United States Holocaust Memorial Museum and the Air Force Memorial in Washington, D.C.
  • C. Philip Brenner
    Philip Brenner is a scholar and author known for his work on U.S. foreign policy and Latin American studies, often collaborating with historian James G. Blight.
  • D. Bob Black
    Bob Black is an American anarchist writer and social critic best known for his essay "The Abolition of Work" and his critiques of contemporary capitalism and leftist politics.
  • E. Loïc Wacquant
    Loïc Wacquant is a French sociologist and social theorist known for his work on urban marginality, the penal state, and the body, often combining ethnography with critical theory.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05bd6b08190bcb9f0e5da82bc21 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e862835881909c2f3b8f86f10742 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e986dcc88190bd3daa6c6fdcb50e completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.