Triple

T10009897
Position Surface form Disambiguated ID Type / Status
Subject David Lindley E198343 entity
Predicate spouse P13 FINISHED
Object Joanna Cazden
Joanna Cazden is an American speech-language pathologist, voice therapist, and author known for her work with professional voice users and performers.
 E835403 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: Joanna Cazden | Statement: [David Lindley, spouse, Joanna Cazden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joanna Cazden
Context triple: [David Lindley, spouse, Joanna Cazden]
  • A. Constance M. Burge
    Constance M. Burge is an American television writer and producer best known for developing and producing popular drama series in the late 1990s and early 2000s.
  • B. Alicia Z. Rosenfeld
    Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
  • C. Judith F. Marks
    Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
  • D. Roberta Seidman
    Roberta Seidman was the wife of American actor John Garfield, a prominent film star of the 1930s and 1940s.
  • E. Kathryn Reed Altman
    Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
  • 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: Joanna Cazden
Triple: [David Lindley, spouse, Joanna Cazden]
Generated description
Joanna Cazden is an American speech-language pathologist, voice therapist, and author known for her work with professional voice users and performers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joanna Cazden
Target entity description: Joanna Cazden is an American speech-language pathologist, voice therapist, and author known for her work with professional voice users and performers.
  • A. Constance M. Burge
    Constance M. Burge is an American television writer and producer best known for developing and producing popular drama series in the late 1990s and early 2000s.
  • B. Alicia Z. Rosenfeld
    Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
  • C. Judith F. Marks
    Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
  • D. Roberta Seidman
    Roberta Seidman was the wife of American actor John Garfield, a prominent film star of the 1930s and 1940s.
  • E. Kathryn Reed Altman
    Kathryn Reed Altman was an American actress, documentarian, and archivist best known for preserving and promoting the legacy and work of her husband, filmmaker Robert Altman.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd39e074819097f77a4d4bf7856e completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a7265b88190b69e7869a96bb404 completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26e44ef488190bf8ce9c7b6c9700f completed April 5, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69d26ecca9508190a3a0890748f80ea6 completed April 5, 2026, 2:16 p.m.
Created at: March 30, 2026, 8:52 p.m.