Triple

T11142681
Position Surface form Disambiguated ID Type / Status
Subject Barbara Marx E263593 entity
Predicate birthName P65 FINISHED
Object Barbara Blakeley
Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
 E945134 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 Blakeley | Statement: [Barbara Marx, birthName, Barbara Blakeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Blakeley
Context triple: [Barbara Marx, birthName, Barbara Blakeley]
  • A. Gayle E. Harris
    Gayle E. Harris is an American Episcopal bishop who has served as a suffragan bishop in the Episcopal Diocese of Massachusetts, known for her leadership in social justice and church ministry.
  • B. Christa B. Allen
    Christa B. Allen is an American actress best known for playing the younger version of Jennifer Garner's character in "13 Going on 30" and for her role as Charlotte Grayson on the TV series "Revenge."
  • C. Lisa Hartman Black
    Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
  • D. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • E. Nancy Burns
    Nancy Burns is an American political scientist known for her influential research on political participation, gender, and civic engagement in the United States.
  • 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 Blakeley
Triple: [Barbara Marx, birthName, Barbara Blakeley]
Generated description
Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Blakeley
Target entity description: Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
  • A. Gayle E. Harris
    Gayle E. Harris is an American Episcopal bishop who has served as a suffragan bishop in the Episcopal Diocese of Massachusetts, known for her leadership in social justice and church ministry.
  • B. Christa B. Allen
    Christa B. Allen is an American actress best known for playing the younger version of Jennifer Garner's character in "13 Going on 30" and for her role as Charlotte Grayson on the TV series "Revenge."
  • C. Lisa Hartman Black
    Lisa Hartman Black is an American actress and singer known for her roles in television series like "Knots Landing" and for her musical collaborations with her husband, country singer Clint Black.
  • D. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • E. Nancy Burns
    Nancy Burns is an American political scientist known for her influential research on political participation, gender, and civic engagement in the United States.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8623158819096ad1678fa9e72bb completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69f08ec96fe88190b791e6f50f39173f completed April 28, 2026, 10:41 a.m.
NEDg Description generation batch_69f0bd36673881908530b68e496c3d2e completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0eec1f5d081908624fe2a93995fe5 completed April 28, 2026, 5:30 p.m.
Created at: April 8, 2026, 9:28 p.m.