Triple

T18504103
Position Surface form Disambiguated ID Type / Status
Subject Cheryl James E452155 entity
Predicate hasFamilyName P18 FINISHED
Object James
James is a common English surname borne by numerous notable individuals across fields such as politics, sports, literature, and entertainment.
 E577893 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 | Statement: [Cheryl James, hasFamilyName, James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James
Context triple: [Cheryl James, hasFamilyName, James]
  • A. John
    John "Stuffy" McInnis was an American Major League Baseball first baseman best known as a member of Connie Mack’s Philadelphia Athletics dynasty in the early 20th century.
  • B. John
    John is the given name of Sir John Copley, a titled individual likely known for his status and contributions within British society.
  • C. John
    John is the birth name of American actor, singer, and dancer Jack Haley, best known for playing the Tin Man in the classic film "The Wizard of Oz."
  • D. John
    John is the given name of John Gill Shorter, who served as the 17th Governor of Alabama during the American Civil War.
  • E. John
    John is the given name of Colonel John Barnwell, an early 18th-century colonial military leader from South Carolina known for his role in conflicts with Native American tribes.
  • 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
Triple: [Cheryl James, hasFamilyName, James]
Generated description
James is a common English surname borne by numerous notable individuals across fields such as politics, sports, literature, and entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James
Target entity description: James is a common English surname borne by numerous notable individuals across fields such as politics, sports, literature, and entertainment.
  • A. James chosen
    James is a common English surname of Hebrew origin, widely borne by notable figures in sports, politics, and the arts.
  • B. James
    James is a common masculine given name of Hebrew origin meaning "supplanter," widely used in English-speaking countries.
  • C. James
    James is the given name of James Hamilton, 3rd Duke of Abercorn, a British peer and politician.
  • D. James
    James is the middle name of Edward James Lennox, a prominent Canadian architect known for designing several landmark buildings in Toronto.
  • E. James
    James is the middle name of Timothy James Hamilton Laurence, a British naval officer and member of the extended British royal family.
  • F. None of above.

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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53341063c81908361b0eb78794145 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049acd77f081908f9f4bcd296342c7 completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a04b68422fc8190b20924438c36b784 completed May 13, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_6a04ba32176c8190ad809a3553b3ef6f completed May 13, 2026, 5:51 p.m.
Created at: April 10, 2026, 11:36 a.m.