Triple

T23000914
Position Surface form Disambiguated ID Type / Status
Subject Joe Scarborough E572628 entity
Predicate spouse P13 FINISHED
Object Susan Waren (former)
Susan Waren is an American woman best known as the former wife of television host and former congressman Joe Scarborough.
 E1565490 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: Susan Waren (former) | Statement: [Joe Scarborough, spouse, Susan Waren (former)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Susan Waren (former)
Context triple: [Joe Scarborough, spouse, Susan Waren (former)]
  • A. Wendy DeVore
    Wendy DeVore is best known as the wife of the late Hollywood screenwriter and director Gary DeVore, whose mysterious 1997 disappearance and death drew significant media attention.
  • B. Sue Wilson
    Sue Wilson is a key fictional political aide who serves as the hyper-competent personal assistant and scheduler to Vice President (later President) Selina Meyer on the television series "Veep."
  • C. Sue Naegle
    Sue Naegle is an American television executive and producer best known for her tenure as president of HBO Entertainment and for founding the production company Naegle Ink.
  • D. Wendy Leach
    Wendy Leach is best known as the spouse of Archie Leach, the birth name of famed Hollywood actor Cary Grant.
  • E. Sue Roberts
    Sue Roberts is best known as the wife of British poet laureate Simon Armitage.
  • 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: Susan Waren (former)
Triple: [Joe Scarborough, spouse, Susan Waren (former)]
Generated description
Susan Waren is an American woman best known as the former wife of television host and former congressman Joe Scarborough.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Susan Waren (former)
Target entity description: Susan Waren is an American woman best known as the former wife of television host and former congressman Joe Scarborough.
  • A. Wendy DeVore
    Wendy DeVore is best known as the wife of the late Hollywood screenwriter and director Gary DeVore, whose mysterious 1997 disappearance and death drew significant media attention.
  • B. Sue Wilson
    Sue Wilson is a key fictional political aide who serves as the hyper-competent personal assistant and scheduler to Vice President (later President) Selina Meyer on the television series "Veep."
  • C. Sue Naegle
    Sue Naegle is an American television executive and producer best known for her tenure as president of HBO Entertainment and for founding the production company Naegle Ink.
  • D. Wendy Leach
    Wendy Leach is best known as the spouse of Archie Leach, the birth name of famed Hollywood actor Cary Grant.
  • E. Sue Roberts
    Sue Roberts is best known as the wife of British poet laureate Simon Armitage.
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd380d84c8190ad825e4ef92e6c93 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd780bf048190be000d6b01b7a69e completed May 19, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd80b76248190b3878e6f6992db25 completed May 19, 2026, 3:24 a.m.
Created at: April 17, 2026, 3:50 p.m.