Triple

T11050943
Position Surface form Disambiguated ID Type / Status
Subject Cate Edwards E261245 entity
Predicate spouse P13 FINISHED
Object Trevor Upham
Trevor Upham is an American physician and attorney best known as the husband of lawyer and author Cate Edwards, daughter of former U.S. Senator John Edwards.
 E901370 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: Trevor Upham | Statement: [Cate Edwards, spouse, Trevor Upham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trevor Upham
Context triple: [Cate Edwards, spouse, Trevor Upham]
  • A. Adam Storke
    Adam Storke is an American actor best known for his roles in film and television, including his prominent appearance in the miniseries adaptation of Stephen King’s "The Stand."
  • B. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • C. Paul Banks
    Paul Banks is an English-American musician best known as the lead vocalist, guitarist, and lyricist of the post-punk revival band Interpol.
  • D. Alex Turner
    Alex Turner is an English musician, singer, and songwriter best known as the frontman and primary songwriter of the rock band Arctic Monkeys.
  • E. Jeremy Enigk
    Jeremy Enigk is an American singer-songwriter best known as the frontman of the influential indie rock band Sunny Day Real Estate and for his atmospheric solo work.
  • 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: Trevor Upham
Triple: [Cate Edwards, spouse, Trevor Upham]
Generated description
Trevor Upham is an American physician and attorney best known as the husband of lawyer and author Cate Edwards, daughter of former U.S. Senator John Edwards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trevor Upham
Target entity description: Trevor Upham is an American physician and attorney best known as the husband of lawyer and author Cate Edwards, daughter of former U.S. Senator John Edwards.
  • A. Adam Storke
    Adam Storke is an American actor best known for his roles in film and television, including his prominent appearance in the miniseries adaptation of Stephen King’s "The Stand."
  • B. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • C. Paul Banks
    Paul Banks is an English-American musician best known as the lead vocalist, guitarist, and lyricist of the post-punk revival band Interpol.
  • D. Alex Turner
    Alex Turner is an English musician, singer, and songwriter best known as the frontman and primary songwriter of the rock band Arctic Monkeys.
  • E. Jeremy Enigk
    Jeremy Enigk is an American singer-songwriter best known as the frontman of the influential indie rock band Sunny Day Real Estate and for his atmospheric solo work.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798698bd88190aa97afd37f55e19f completed April 9, 2026, 12:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3aa146b148190a87205e542cc718f completed April 18, 2026, 3:58 p.m.
NEDg Description generation batch_69e3ad0379888190b2f56d36d79bf97d completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b206c7a4819087eb06faa6e1af21 completed April 18, 2026, 4:32 p.m.
Created at: April 8, 2026, 9:26 p.m.