Triple

T5055638
Position Surface form Disambiguated ID Type / Status
Subject GoldenEye E113895 entity
Predicate director P255 FINISHED
Object Martin Campbell
Martin Campbell is a New Zealand film director best known for revitalizing the James Bond franchise with the hit films GoldenEye and Casino Royale.
 E490619 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: Martin Campbell | Statement: [GoldenEye, director, Martin Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Campbell
Context triple: [GoldenEye, director, Martin Campbell]
  • A. Thomas Eyre
    Thomas Eyre is a relatively obscure historical figure whose specific identity and achievements are not clearly distinguished in common reference sources.
  • B. Michael Hirst
    Michael Hirst is a British screenwriter and producer best known for creating the historical drama series "Vikings" and writing acclaimed historical films and television projects.
  • C. Mark Robson
    Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
  • D. James MacDonald
    James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
  • E. David Leslie
    David Leslie was a 17th-century Scottish general and Covenanter leader best known for commanding Scottish forces against Oliver Cromwell during the Wars of the Three Kingdoms.
  • 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: Martin Campbell
Triple: [GoldenEye, director, Martin Campbell]
Generated description
Martin Campbell is a New Zealand film director best known for revitalizing the James Bond franchise with the hit films GoldenEye and Casino Royale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Campbell
Target entity description: Martin Campbell is a New Zealand film director best known for revitalizing the James Bond franchise with the hit films GoldenEye and Casino Royale.
  • A. Thomas Eyre
    Thomas Eyre is a relatively obscure historical figure whose specific identity and achievements are not clearly distinguished in common reference sources.
  • B. Michael Hirst
    Michael Hirst is a British screenwriter and producer best known for creating the historical drama series "Vikings" and writing acclaimed historical films and television projects.
  • C. Mark Robson
    Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
  • D. James MacDonald
    James MacDonald was an American sound effects artist and voice actor for Disney, known for providing voices and innovative audio work in many classic animated films.
  • E. David Leslie
    David Leslie was a 17th-century Scottish general and Covenanter leader best known for commanding Scottish forces against Oliver Cromwell during the Wars of the Three Kingdoms.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd744e45588190beaa2f96bb2f41e2 completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea489eb4c8190ad3a5480b909ef70 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea71808cc8190934d2ce1f5b6f30b completed March 21, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69bea7c7014881909edef5562f6c8a6d completed March 21, 2026, 2:14 p.m.
Created at: March 20, 2026, 1:38 p.m.