Triple

T1566041
Position Surface form Disambiguated ID Type / Status
Subject He Named Me Malala E33435 entity
Predicate director P255 FINISHED
Object Davis Guggenheim
Davis Guggenheim is an American filmmaker and producer best known for directing influential documentaries such as "An Inconvenient Truth," "Waiting for 'Superman'," and "He Named Me Malala."
E177059 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: Davis Guggenheim | Statement: [He Named Me Malala, director, Davis Guggenheim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Davis Guggenheim
Context triple: [He Named Me Malala, director, Davis Guggenheim]
  • A. Morgan Neville
    Morgan Neville is an Academy Award–winning American documentary filmmaker known for acclaimed works such as "20 Feet from Stardom" and "Won’t You Be My Neighbor?".
  • B. Gus Van Sant
    Gus Van Sant is an American filmmaker known for his distinctive independent cinema style and acclaimed films such as "Good Will Hunting," "Milk," and "My Own Private Idaho."
  • C. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • D. Terrence Malick
    Terrence Malick is an American filmmaker renowned for his visually poetic, philosophical films that often explore nature, memory, and spirituality.
  • E. Mark Romanek
    Mark Romanek is an acclaimed American music video and film director known for his visually innovative work with artists like Nine Inch Nails, Madonna, and Johnny Cash, as well as for directing the feature film "One Hour Photo."
  • 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: Davis Guggenheim
Triple: [He Named Me Malala, director, Davis Guggenheim]
Generated description
Davis Guggenheim is an American filmmaker and producer best known for directing influential documentaries such as "An Inconvenient Truth," "Waiting for 'Superman'," and "He Named Me Malala."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Davis Guggenheim
Target entity description: Davis Guggenheim is an American filmmaker and producer best known for directing influential documentaries such as "An Inconvenient Truth," "Waiting for 'Superman'," and "He Named Me Malala."
  • A. Morgan Neville
    Morgan Neville is an Academy Award–winning American documentary filmmaker known for acclaimed works such as "20 Feet from Stardom" and "Won’t You Be My Neighbor?".
  • B. Gus Van Sant
    Gus Van Sant is an American filmmaker known for his distinctive independent cinema style and acclaimed films such as "Good Will Hunting," "Milk," and "My Own Private Idaho."
  • C. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • D. Terrence Malick
    Terrence Malick is an American filmmaker renowned for his visually poetic, philosophical films that often explore nature, memory, and spirituality.
  • E. Mark Romanek
    Mark Romanek is an acclaimed American music video and film director known for his visually innovative work with artists like Nine Inch Nails, Madonna, and Johnny Cash, as well as for directing the feature film "One Hour Photo."
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb2308bec81909d1660934eff171b completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad3719dfdc819085511f96f9f92dba completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad37d59e94819085504ea25dfa8311 completed March 8, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad382b126c8190a308415bd6c4264b completed March 8, 2026, 8:49 a.m.
Created at: March 4, 2026, 7:27 p.m.