Triple

T12506840
Position Surface form Disambiguated ID Type / Status
Subject Casino Royale (1967 film) E298969 entity
Predicate screenwriter P2831 FINISHED
Object John Law
John Law was a screenwriter best known for co-writing the 1967 satirical James Bond film "Casino Royale."
E986790 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: John Law | Statement: [Casino Royale (1967 film), screenwriter, John Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Law
Context triple: [Casino Royale (1967 film), screenwriter, John Law]
  • A. John Law
    John Law was a Scottish economist and financier who became a powerful advisor in France, where he implemented radical monetary and banking reforms that led to the infamous Mississippi Bubble during the Regency period.
  • B. John Law
    John Law is a sociologist and science and technology studies scholar known for his work on actor-network theory and for translating key works such as Bruno Latour’s "The Pasteurization of France" into English.
  • C. Jean-Baptiste Colbert
    Jean-Baptiste Colbert was a 17th-century French statesman and finance minister under King Louis XIV, known for strengthening royal power and developing mercantilist economic policies.
  • D. Jean Colbert
    Jean Colbert is a personal name most notably associated with individuals bearing the Colbert surname, though no single widely recognized historical or public figure by this exact name is prominent in major records.
  • E. Jacques Necker
    Jacques Necker was an influential Swiss-born banker and statesman who served as finance minister to King Louis XVI of France in the years leading up to the French Revolution.
  • 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: John Law
Triple: [Casino Royale (1967 film), screenwriter, John Law]
Generated description
John Law was a screenwriter best known for co-writing the 1967 satirical James Bond film "Casino Royale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Law
Target entity description: John Law was a screenwriter best known for co-writing the 1967 satirical James Bond film "Casino Royale."
  • A. John Law
    John Law was a Scottish economist and financier who became a powerful advisor in France, where he implemented radical monetary and banking reforms that led to the infamous Mississippi Bubble during the Regency period.
  • B. John Law
    John Law is a sociologist and science and technology studies scholar known for his work on actor-network theory and for translating key works such as Bruno Latour’s "The Pasteurization of France" into English.
  • C. Jean-Baptiste Colbert
    Jean-Baptiste Colbert was a 17th-century French statesman and finance minister under King Louis XIV, known for strengthening royal power and developing mercantilist economic policies.
  • D. Jean Colbert
    Jean Colbert is a personal name most notably associated with individuals bearing the Colbert surname, though no single widely recognized historical or public figure by this exact name is prominent in major records.
  • E. Jacques Necker
    Jacques Necker was an influential Swiss-born banker and statesman who served as finance minister to King Louis XVI of France in the years leading up to the French Revolution.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541ace208190a5149b6f18fa196d completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb778e081909bab2ef87226c6a0 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce1b0ec8190bcbd245255e548b5 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.