Triple

T7071745
Position Surface form Disambiguated ID Type / Status
Subject Jeffrey Donovan E164714 entity
Predicate spouse P13 FINISHED
Object Michelle Woods
Michelle Woods is known as the wife of American actor Jeffrey Donovan, recognized for his role in the television series "Burn Notice."
E642149 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: Michelle Woods | Statement: [Jeffrey Donovan, spouse, Michelle Woods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle Woods
Context triple: [Jeffrey Donovan, spouse, Michelle Woods]
  • A. Emily Williamson
    Emily Williamson was a pioneering British conservationist who co-founded what became the Royal Society for the Protection of Birds, helping launch the modern bird protection movement.
  • B. Michelle Hutcherson
    Michelle Hutcherson is best known as the mother of American actor Josh Hutcherson, who has supported and accompanied him throughout his entertainment career.
  • C. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • D. Lisa Baird
    Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
  • E. April Wheeler
    April Wheeler is a disillusioned 1950s suburban housewife whose frustrated ambitions and deteriorating marriage drive the central tragedy of Richard Yates’s novel "Revolutionary Road."
  • 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: Michelle Woods
Triple: [Jeffrey Donovan, spouse, Michelle Woods]
Generated description
Michelle Woods is known as the wife of American actor Jeffrey Donovan, recognized for his role in the television series "Burn Notice."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle Woods
Target entity description: Michelle Woods is known as the wife of American actor Jeffrey Donovan, recognized for his role in the television series "Burn Notice."
  • A. Emily Williamson
    Emily Williamson was a pioneering British conservationist who co-founded what became the Royal Society for the Protection of Birds, helping launch the modern bird protection movement.
  • B. Michelle Hutcherson
    Michelle Hutcherson is best known as the mother of American actor Josh Hutcherson, who has supported and accompanied him throughout his entertainment career.
  • C. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • D. Lisa Baird
    Lisa Baird is an American sports executive who served as commissioner of the National Women's Soccer League (NWSL).
  • E. April Wheeler
    April Wheeler is a disillusioned 1950s suburban housewife whose frustrated ambitions and deteriorating marriage drive the central tragedy of Richard Yates’s novel "Revolutionary Road."
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4c9cdbc8190b91cd3b4eef58eb6 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c8a1d788190b9ad25d6e6c460f7 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79d7f00ac8190aa288fe93a3e577a completed March 28, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69c79e30940c8190a1bcebc840a4990f completed March 28, 2026, 9:24 a.m.
Created at: March 27, 2026, 2:39 p.m.