Triple

T9329301
Position Surface form Disambiguated ID Type / Status
Subject Tommy Steele E224473 entity
Predicate spouse P13 FINISHED
Object Ann Donoghue
Ann Donoghue is best known as the wife of British entertainer Tommy Steele, a pioneering rock and roll singer and actor.
 E871085 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: Ann Donoghue | Statement: [Tommy Steele, spouse, Ann Donoghue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ann Donoghue
Context triple: [Tommy Steele, spouse, Ann Donoghue]
  • A. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • B. Ann Donahue
    Ann Donahue is an American television writer and producer best known as a co-creator and longtime showrunner of the CSI franchise.
  • C. Joyce Heath
    Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
  • D. Ann McLaughlin
    Ann McLaughlin is an American television producer and writer best known for her work on popular TV series and for her marriage to producer Paul Junger Witt.
  • E. Donna Meagle
    Donna Meagle is a confident, luxury-loving office administrator in the comedy series "Parks and Recreation," known for her sharp wit, "treat yo' self" mantra, and no-nonsense attitude.
  • 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: Ann Donoghue
Triple: [Tommy Steele, spouse, Ann Donoghue]
Generated description
Ann Donoghue is best known as the wife of British entertainer Tommy Steele, a pioneering rock and roll singer and actor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ann Donoghue
Target entity description: Ann Donoghue is best known as the wife of British entertainer Tommy Steele, a pioneering rock and roll singer and actor.
  • A. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • B. Ann Donahue
    Ann Donahue is an American television writer and producer best known as a co-creator and longtime showrunner of the CSI franchise.
  • C. Joyce Heath
    Joyce Heath is the troubled, self-destructive former stage star at the center of the 1935 Bette Davis film "Dangerous."
  • D. Ann McLaughlin
    Ann McLaughlin is an American television producer and writer best known for her work on popular TV series and for her marriage to producer Paul Junger Witt.
  • E. Donna Meagle
    Donna Meagle is a confident, luxury-loving office administrator in the comedy series "Parks and Recreation," known for her sharp wit, "treat yo' self" mantra, and no-nonsense attitude.
  • 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_69ca8427a0c08190b749831d5ea98f02 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd37acbc04819092a67d7f392c74cd completed April 1, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9330fa33c8190b507ad18362a6c64 completed April 10, 2026, 5:27 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: March 30, 2026, 7:39 p.m.