Triple

T9795319
Position Surface form Disambiguated ID Type / Status
Subject The Lonely E237702 entity
Predicate castMember P1668 FINISHED
Object James Turley
James Turley is an actor known for his role in the film "The Lonely."
 E822322 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 Turley | Statement: [The Lonely, castMember, James Turley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Turley
Context triple: [The Lonely, castMember, James Turley]
  • A. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • B. Neil Hagerty
    Neil Hagerty is an American guitarist, songwriter, and producer best known for his work in the experimental rock band Royal Trux and his subsequent solo projects.
  • C. John Stephens
    John Stephens is an author best known for writing the children's fantasy novel "The Emerald Atlas" and its sequels in the Books of Beginning series.
  • D. John Stephens
    John Stephens is an American local politician who has served as the mayor of Costa Mesa, California.
  • E. Phil Plait
    Phil Plait is an American astronomer, science communicator, and author best known for his "Bad Astronomy" blog and books debunking pseudoscience and explaining space science to the public.
  • 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 Turley
Triple: [The Lonely, castMember, James Turley]
Generated description
James Turley is an actor known for his role in the film "The Lonely."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Turley
Target entity description: James Turley is an actor known for his role in the film "The Lonely."
  • A. Stephen Oremus
    Stephen Oremus is a Tony Award–winning American music director, arranger, and orchestrator known for his work on major Broadway musicals such as Kinky Boots, The Book of Mormon, and Wicked.
  • B. Neil Hagerty
    Neil Hagerty is an American guitarist, songwriter, and producer best known for his work in the experimental rock band Royal Trux and his subsequent solo projects.
  • C. John Stephens
    John Stephens is an author best known for writing the children's fantasy novel "The Emerald Atlas" and its sequels in the Books of Beginning series.
  • D. John Stephens
    John Stephens is an American local politician who has served as the mayor of Costa Mesa, California.
  • E. Phil Plait
    Phil Plait is an American astronomer, science communicator, and author best known for his "Bad Astronomy" blog and books debunking pseudoscience and explaining space science to the public.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda34916dc8190acef2ba003e56a33 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c43bccfc81909b940b180fe26626 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c5e6a2f881908666328ce72a95ed completed April 5, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69d1c68311008190b2d5b8a2fadfba69 completed April 5, 2026, 2:18 a.m.
Created at: March 30, 2026, 8:28 p.m.