Triple

T1053429
Position Surface form Disambiguated ID Type / Status
Subject Frank Sinatra E22748 entity
Predicate spouse P13 FINISHED
Object Nancy Barbato
Nancy Barbato was the first wife of singer Frank Sinatra and the mother of their three children, including entertainer Nancy Sinatra.
 E160283 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: Nancy Barbato | Statement: [Frank Sinatra, spouse, Nancy Barbato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nancy Barbato
Context triple: [Frank Sinatra, spouse, Nancy Barbato]
  • A. Donna Gigliotti
    Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
  • B. Vivian Liberto
    Vivian Liberto was the first wife of country music legend Johnny Cash, known for her memoir about their marriage and for the later public attention to her Italian and African ancestry.
  • C. Kathleen Blanco
    Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
  • D. Maria Scicolone
    Maria Scicolone is an Italian television personality, author, and singer, also known as the younger sister of actress Sophia Loren.
  • E. Margaret Cuomo
    Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
  • 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: Nancy Barbato
Triple: [Frank Sinatra, spouse, Nancy Barbato]
Generated description
Nancy Barbato was the first wife of singer Frank Sinatra and the mother of their three children, including entertainer Nancy Sinatra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nancy Barbato
Target entity description: Nancy Barbato was the first wife of singer Frank Sinatra and the mother of their three children, including entertainer Nancy Sinatra.
  • A. Donna Gigliotti
    Donna Gigliotti is an Academy Award–winning American film producer known for acclaimed works such as "Shakespeare in Love" and "Silver Linings Playbook."
  • B. Vivian Liberto
    Vivian Liberto was the first wife of country music legend Johnny Cash, known for her memoir about their marriage and for the later public attention to her Italian and African ancestry.
  • C. Kathleen Blanco
    Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
  • D. Maria Scicolone
    Maria Scicolone is an Italian television personality, author, and singer, also known as the younger sister of actress Sophia Loren.
  • E. Margaret Cuomo
    Margaret Cuomo is an American radiologist, author, and health advocate known for her work in cancer prevention and public health education.
  • 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_69a493da02e081908c13ff5e02a0fe7a completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8b644088190a1f0f00f97941298 completed March 1, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde0311d88190a3cd04c7e00253e2 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdfabfd3c8190960d8621b49284a8 completed March 8, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_69ace0ea9d1c8190a73ed43b0a7bbd2f completed March 8, 2026, 2:37 a.m.
Created at: March 1, 2026, 7:42 p.m.