Triple

T15441230
Position Surface form Disambiguated ID Type / Status
Subject Quiz E369904 entity
Predicate creator P184 FINISHED
Object James Graham
James Graham is an internet entrepreneur best known for founding and developing the online quiz platform Quiz.
E1158134 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 Graham | Statement: [Quiz, creator, James Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Graham
Context triple: [Quiz, creator, James Graham]
  • A. James Graham
    James Graham is a pseudonym used by British thriller novelist Jack Higgins, famed for his bestselling espionage and war-themed novels.
  • B. James Graham
    James Graham was a 17th-century Scottish nobleman, soldier, and poet best known for leading Royalist forces during the Wars of the Three Kingdoms.
  • C. James Graham
    James Graham is the father of American actress Heather Graham.
  • D. James Graham Fair
    James Graham Fair was a 19th-century Irish-American mining magnate, U.S. Senator from Nevada, and one of the famed "Bonanza Kings" who made a fortune from the Comstock Lode silver mines.
  • E. John Graham
    John Graham is an Australian Labor Party politician who serves as a senior minister in the New South Wales government under Premier Chris Minns.
  • 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 Graham
Triple: [Quiz, creator, James Graham]
Generated description
James Graham is an internet entrepreneur best known for founding and developing the online quiz platform Quiz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Graham
Target entity description: James Graham is an internet entrepreneur best known for founding and developing the online quiz platform Quiz.
  • A. James Graham
    James Graham is a pseudonym used by British thriller novelist Jack Higgins, famed for his bestselling espionage and war-themed novels.
  • B. James Graham
    James Graham was a 17th-century Scottish nobleman, soldier, and poet best known for leading Royalist forces during the Wars of the Three Kingdoms.
  • C. James Graham
    James Graham is the father of American actress Heather Graham.
  • D. James Graham Fair
    James Graham Fair was a 19th-century Irish-American mining magnate, U.S. Senator from Nevada, and one of the famed "Bonanza Kings" who made a fortune from the Comstock Lode silver mines.
  • E. John Graham
    John Graham is an Australian Labor Party politician who serves as a senior minister in the New South Wales government under Premier Chris Minns.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03eddf258819082679970b7d2b6af completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21a9b9188190a3f5de3ee18c5d3e completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff22e2f298819085c90e28acafef44 completed May 9, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff240af68c8190af88834d97a42afb completed May 9, 2026, 12:09 p.m.
Created at: April 10, 2026, 3:21 a.m.