Triple

T4374459
Position Surface form Disambiguated ID Type / Status
Subject It's a Wonderful Life E98970 entity
Predicate cinematographyBy P1953 FINISHED
Object Joseph Biroc
Joseph Biroc was an American cinematographer best known for his influential work on classic Hollywood films, including the beloved holiday movie "It's a Wonderful Life."
E438030 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: Joseph Biroc | Statement: [It's a Wonderful Life, cinematographyBy, Joseph Biroc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Biroc
Context triple: [It's a Wonderful Life, cinematographyBy, Joseph Biroc]
  • A. Jacques Balsan
    Jacques Balsan was a French aviation pioneer, industrialist, and socialite known for his early involvement in ballooning and powered flight as well as his marriage into the prominent Vanderbilt family.
  • B. Gabriel Feraud
    Gabriel Feraud is a hot-tempered, obsessive French cavalry officer in Ridley Scott’s film "The Duellists," whose lifelong series of duels with fellow officer Armand d’Hubert drives the story’s central conflict.
  • C. Jean Marais
    Jean Marais was a renowned French actor, director, and sculptor best known for his collaborations with filmmaker Jean Cocteau and his roles in classic French cinema.
  • D. Pierre Fresnay
    Pierre Fresnay was a prominent French stage and film actor known for his refined performances in classics such as "Marius" and "La Grande Illusion."
  • E. Joseph Noiret
    Joseph Noiret was a Belgian poet, painter, and art critic best known as a founding figure of the postwar avant-garde COBRA movement.
  • 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: Joseph Biroc
Triple: [It's a Wonderful Life, cinematographyBy, Joseph Biroc]
Generated description
Joseph Biroc was an American cinematographer best known for his influential work on classic Hollywood films, including the beloved holiday movie "It's a Wonderful Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Biroc
Target entity description: Joseph Biroc was an American cinematographer best known for his influential work on classic Hollywood films, including the beloved holiday movie "It's a Wonderful Life."
  • A. Jacques Balsan
    Jacques Balsan was a French aviation pioneer, industrialist, and socialite known for his early involvement in ballooning and powered flight as well as his marriage into the prominent Vanderbilt family.
  • B. Gabriel Feraud
    Gabriel Feraud is a hot-tempered, obsessive French cavalry officer in Ridley Scott’s film "The Duellists," whose lifelong series of duels with fellow officer Armand d’Hubert drives the story’s central conflict.
  • C. Jean Marais
    Jean Marais was a renowned French actor, director, and sculptor best known for his collaborations with filmmaker Jean Cocteau and his roles in classic French cinema.
  • D. Pierre Fresnay
    Pierre Fresnay was a prominent French stage and film actor known for his refined performances in classics such as "Marius" and "La Grande Illusion."
  • E. Joseph Noiret
    Joseph Noiret was a Belgian poet, painter, and art critic best known as a founding figure of the postwar avant-garde COBRA movement.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35220fa648190b116e786783a7eba completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f5ddcbc08190baac9dbe041a66ad completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f7a24c148190b3f5c71f761518d4 completed March 15, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7fa2aa881908a23299ea82602c0 completed March 15, 2026, 12:06 a.m.
Created at: March 12, 2026, 11:17 p.m.