Triple

T2909787
Position Surface form Disambiguated ID Type / Status
Subject Bill Richardson E63652 entity
Predicate spouse P13 FINISHED
Object Barbara Richardson
Barbara Richardson is an American public figure best known as the longtime wife and partner of the late New Mexico governor and U.S. diplomat Bill Richardson, with whom she was active in civic and charitable causes.
E526079 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: Barbara Richardson | Statement: [Bill Richardson, spouse, Barbara Richardson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Richardson
Context triple: [Bill Richardson, spouse, Barbara Richardson]
  • A. Barbara Pierce
    Barbara Pierce was the birth name of Barbara Bush, who became First Lady of the United States as the wife of President George H. W. Bush and was known for her advocacy of family literacy.
  • B. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • C. Barbara Hall
    Barbara Hall is an American television writer and producer best known for creating series such as "Madam Secretary" and "Joan of Arcadia."
  • D. Barbara Trentham
    Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
  • E. Barbara Leeds
    Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
  • 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: Barbara Richardson
Triple: [Bill Richardson, spouse, Barbara Richardson]
Generated description
Barbara Richardson is an American public figure best known as the longtime wife and partner of the late New Mexico governor and U.S. diplomat Bill Richardson, with whom she was active in civic and charitable causes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Richardson
Target entity description: Barbara Richardson is an American public figure best known as the longtime wife and partner of the late New Mexico governor and U.S. diplomat Bill Richardson, with whom she was active in civic and charitable causes.
  • A. Barbara Pierce
    Barbara Pierce was the birth name of Barbara Bush, who became First Lady of the United States as the wife of President George H. W. Bush and was known for her advocacy of family literacy.
  • B. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • C. Barbara Hall
    Barbara Hall is an American television writer and producer best known for creating series such as "Madam Secretary" and "Joan of Arcadia."
  • D. Barbara Trentham
    Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
  • E. Barbara Leeds
    Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0e899808190a348e1e71116d0a5 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69bfabdc5b888190b62b7c56c05f6687 completed March 22, 2026, 8:44 a.m.
NEDg Description generation batch_69bfac6e0a908190a094972f890bf9ce completed March 22, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69bfae1f1a0481909071b8b4f2c99a46 completed March 22, 2026, 8:53 a.m.
Created at: March 6, 2026, 10:11 p.m.