Triple

T6910310
Position Surface form Disambiguated ID Type / Status
Subject Lois McMaster Bujold E159912 entity
Predicate hasMainCharacter P1183 FINISHED
Object Cordelia Naismith
Cordelia Naismith is the intelligent, principled starship captain and later political leader who serves as the central protagonist in Lois McMaster Bujold’s early Vorkosigan Saga novels.
E654646 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: Cordelia Naismith | Statement: [Lois McMaster Bujold, hasMainCharacter, Cordelia Naismith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cordelia Naismith
Context triple: [Lois McMaster Bujold, hasMainCharacter, Cordelia Naismith]
  • A. Cordelia Scaife May
    Cordelia Scaife May was an American heiress and philanthropist known for her substantial Mellon family inheritance and for funding influential anti-immigration and population control organizations.
  • B. Cordelia Knott
    Cordelia Knott was an American entrepreneur and restaurateur who helped transform her family’s berry stand and fried chicken restaurant into the famed Southern California theme park Knott’s Berry Farm.
  • C. Elizabeth Kitley
    Elizabeth Kitley is an American college basketball center for Virginia Tech, recognized as one of the top players in the nation and a multi-time ACC Player of the Year.
  • D. Eleanor Campbell
    Eleanor Campbell was a Scottish noblewoman best known as the wife of John Dalrymple, 2nd Earl of Stair, a prominent 18th-century soldier and diplomat.
  • E. Katharine Tait
    Katharine Tait is a British writer and teacher best known as the daughter of philosopher Bertrand Russell and for her memoir about growing up in his unconventional, secular household.
  • 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: Cordelia Naismith
Triple: [Lois McMaster Bujold, hasMainCharacter, Cordelia Naismith]
Generated description
Cordelia Naismith is the intelligent, principled starship captain and later political leader who serves as the central protagonist in Lois McMaster Bujold’s early Vorkosigan Saga novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cordelia Naismith
Target entity description: Cordelia Naismith is the intelligent, principled starship captain and later political leader who serves as the central protagonist in Lois McMaster Bujold’s early Vorkosigan Saga novels.
  • A. Cordelia Scaife May
    Cordelia Scaife May was an American heiress and philanthropist known for her substantial Mellon family inheritance and for funding influential anti-immigration and population control organizations.
  • B. Cordelia Knott
    Cordelia Knott was an American entrepreneur and restaurateur who helped transform her family’s berry stand and fried chicken restaurant into the famed Southern California theme park Knott’s Berry Farm.
  • C. Elizabeth Kitley
    Elizabeth Kitley is an American college basketball center for Virginia Tech, recognized as one of the top players in the nation and a multi-time ACC Player of the Year.
  • D. Eleanor Campbell
    Eleanor Campbell was a Scottish noblewoman best known as the wife of John Dalrymple, 2nd Earl of Stair, a prominent 18th-century soldier and diplomat.
  • E. Katharine Tait
    Katharine Tait is a British writer and teacher best known as the daughter of philosopher Bertrand Russell and for her memoir about growing up in his unconventional, secular household.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9c00e948190b103a2b2a2738bb1 completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e4fd792481909251c8749d7a11a3 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e5df5eb08190a22e53b95fbc23f2 completed March 28, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69c7e64fe200819081901b32523a5fa5 completed March 28, 2026, 2:31 p.m.
Created at: March 27, 2026, 2:25 p.m.