Triple

T9970223
Position Surface form Disambiguated ID Type / Status
Subject Certain Women E196183 entity
Predicate starring P1507 FINISHED
Object James Le Gros
James Le Gros is an American character actor known for his work in independent films and television, including notable roles in projects like "Drugstore Cowboy," "Living in Oblivion," and various acclaimed TV series.
E840252 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 Le Gros | Statement: [Certain Women, starring, James Le Gros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Le Gros
Context triple: [Certain Women, starring, James Le Gros]
  • A. Richard Chiswell
    Richard Chiswell was a prominent 17th-century London bookseller and publisher known for issuing important works of theology, history, and travel.
  • B. William Venn Gough
    William Venn Gough was a British architect active in the late 19th and early 20th centuries, known for his work on prominent public and commemorative buildings.
  • C. Geoffrey Boulton
    Geoffrey Boulton is a distinguished British geologist and glaciologist known for his influential research on ice sheets, climate change, and Earth surface processes.
  • D. Henry Bolton
    Henry Bolton is a British politician best known for serving as leader of the UK Independence Party (UKIP) in 2017–2018.
  • E. Geoffrey Butler
    Geoffrey Butler is the sardonic, impeccably proper English butler who serves and often wryly comments on the Banks family’s antics in the sitcom "The Fresh Prince of Bel-Air."
  • 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 Le Gros
Triple: [Certain Women, starring, James Le Gros]
Generated description
James Le Gros is an American character actor known for his work in independent films and television, including notable roles in projects like "Drugstore Cowboy," "Living in Oblivion," and various acclaimed TV series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Le Gros
Target entity description: James Le Gros is an American character actor known for his work in independent films and television, including notable roles in projects like "Drugstore Cowboy," "Living in Oblivion," and various acclaimed TV series.
  • A. Richard Chiswell
    Richard Chiswell was a prominent 17th-century London bookseller and publisher known for issuing important works of theology, history, and travel.
  • B. William Venn Gough
    William Venn Gough was a British architect active in the late 19th and early 20th centuries, known for his work on prominent public and commemorative buildings.
  • C. Geoffrey Boulton
    Geoffrey Boulton is a distinguished British geologist and glaciologist known for his influential research on ice sheets, climate change, and Earth surface processes.
  • D. Henry Bolton
    Henry Bolton is a British politician best known for serving as leader of the UK Independence Party (UKIP) in 2017–2018.
  • E. Geoffrey Butler
    Geoffrey Butler is the sardonic, impeccably proper English butler who serves and often wryly comments on the Banks family’s antics in the sitcom "The Fresh Prince of Bel-Air."
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7b7ea9881908a56f11e2e446dd0 completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b5d295908190a064fb72d65b6e24 completed April 5, 2026, 7:19 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:48 p.m.