Triple

T10367792
Position Surface form Disambiguated ID Type / Status
Subject Human Traffic E244299 entity
Predicate producer P490 FINISHED
Object James Richardson
James Richardson is a film producer best known for his work on the British cult club-culture movie "Human Traffic."
 E861458 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: James Richardson | Statement: [Human Traffic, producer, James Richardson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Richardson
Context triple: [Human Traffic, producer, James Richardson]
  • A. James Richardson
    James Richardson is a music producer best known for his work on the hit song "Walking on Sunshine."
  • B. James Richardson
    James Richardson was a 19th-century British explorer and abolitionist known for his expeditions across the Sahara and efforts to suppress the trans-Saharan slave trade.
  • C. James Richardson
    James Richardson was the father of Hadley Richardson, who was the first wife of American novelist Ernest Hemingway.
  • D. John Mathieson
    John Mathieson is a British cinematographer known for his visually striking work on major films, particularly in collaboration with directors like Ridley Scott and Guy Ritchie.
  • E. James McGill
    James McGill was an 18th–19th century Scottish-Canadian merchant and philanthropist whose endowment led to the creation of McGill University in Montreal.
  • 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: James Richardson
Triple: [Human Traffic, producer, James Richardson]
Generated description
James Richardson is a film producer best known for his work on the British cult club-culture movie "Human Traffic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Richardson
Target entity description: James Richardson is a film producer best known for his work on the British cult club-culture movie "Human Traffic."
  • A. James Richardson
    James Richardson was the father of Hadley Richardson, who was the first wife of American novelist Ernest Hemingway.
  • B. James Richardson
    James Richardson is a music producer best known for his work on the hit song "Walking on Sunshine."
  • C. James Richardson
    James Richardson was a 19th-century British explorer and abolitionist known for his expeditions across the Sahara and efforts to suppress the trans-Saharan slave trade.
  • D. John Mathieson
    John Mathieson is a British cinematographer known for his visually striking work on major films, particularly in collaboration with directors like Ridley Scott and Guy Ritchie.
  • E. James McGill
    James McGill was an 18th–19th century Scottish-Canadian merchant and philanthropist whose endowment led to the creation of McGill University in Montreal.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e97106448190a075948e63184f47 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fb8e96e081908282bb0f82719abe completed April 9, 2026, 7:18 p.m.
NEDg Description generation batch_69d822d303888190aa556287b3b1cc03 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859b05a3881908c97cb173d160e44 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, noon