Triple

T3930800
Position Surface form Disambiguated ID Type / Status
Subject Garry Marshall E90787 entity
Predicate spouse P13 FINISHED
Object Barbara Marshall
Barbara Marshall is best known as the longtime wife of late American director and producer Garry Marshall, with whom she shared a decades-long marriage and three children.
E580724 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 Marshall | Statement: [Garry Marshall, spouse, Barbara Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Marshall
Context triple: [Garry Marshall, spouse, Barbara Marshall]
  • A. 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.
  • B. Barbara Tucker
    Barbara Tucker is an American house and dance music singer, songwriter, and choreographer known for her powerful vocals and influential club hits in the 1990s and 2000s.
  • C. 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.
  • D. Barbara Duncan
    Barbara Duncan was the second wife of Harry Hopkins, a key advisor to U.S. President Franklin D. Roosevelt during the New Deal and World War II.
  • E. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • 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 Marshall
Triple: [Garry Marshall, spouse, Barbara Marshall]
Generated description
Barbara Marshall is best known as the longtime wife of late American director and producer Garry Marshall, with whom she shared a decades-long marriage and three children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Marshall
Target entity description: Barbara Marshall is best known as the longtime wife of late American director and producer Garry Marshall, with whom she shared a decades-long marriage and three children.
  • A. 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.
  • B. Barbara Tucker
    Barbara Tucker is an American house and dance music singer, songwriter, and choreographer known for her powerful vocals and influential club hits in the 1990s and 2000s.
  • C. 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.
  • D. Barbara Duncan
    Barbara Duncan was the second wife of Harry Hopkins, a key advisor to U.S. President Franklin D. Roosevelt during the New Deal and World War II.
  • E. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • 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_69aed95f26e0819094b0e71974543a19 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeda98058819094dd6ab223670860 completed March 9, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2437136f48190b34454ce77397daf completed March 24, 2026, 7:55 a.m.
NEDg Description generation batch_69c4fb66b8e8819090524d1ef12688a7 completed March 26, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c4fc3065bc81908d95fbd3d4655c76 completed March 26, 2026, 9:28 a.m.
Created at: March 9, 2026, 3:23 p.m.