Triple

T1680680
Position Surface form Disambiguated ID Type / Status
Subject Chávez E36330 entity
Predicate hasNotableBearer P458 FINISHED
Object Linda Chávez
Linda Chávez is an American conservative commentator, author, and former Reagan administration official known for her work on labor, immigration, and civil rights issues.
E197586 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: Linda Chávez | Statement: [Chávez, hasNotableBearer, Linda Chávez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linda Chávez
Context triple: [Chávez, hasNotableBearer, Linda Chávez]
  • A. Mirta Díaz-Balart
    Mirta Díaz-Balart is a Cuban woman best known as the first wife of Fidel Castro and a member of the influential Díaz-Balart political family.
  • B. Irma Becerra
    Irma Becerra is an academic leader and engineer who serves as the president of Marymount University, known for her work in higher education innovation and STEM.
  • C. Lorena J. Cruce
    Lorena J. Cruce was the woman who served as the ceremonial sponsor at the launching of the U.S. Navy battleship USS Oklahoma (BB-37).
  • D. Gloria Deukmejian
    Gloria Deukmejian is the wife of former California Governor George Deukmejian and served as the state's First Lady during his tenure.
  • E. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • 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: Linda Chávez
Triple: [Chávez, hasNotableBearer, Linda Chávez]
Generated description
Linda Chávez is an American conservative commentator, author, and former Reagan administration official known for her work on labor, immigration, and civil rights issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linda Chávez
Target entity description: Linda Chávez is an American conservative commentator, author, and former Reagan administration official known for her work on labor, immigration, and civil rights issues.
  • A. Mirta Díaz-Balart
    Mirta Díaz-Balart is a Cuban woman best known as the first wife of Fidel Castro and a member of the influential Díaz-Balart political family.
  • B. Irma Becerra
    Irma Becerra is an academic leader and engineer who serves as the president of Marymount University, known for her work in higher education innovation and STEM.
  • C. Lorena J. Cruce
    Lorena J. Cruce was the woman who served as the ceremonial sponsor at the launching of the U.S. Navy battleship USS Oklahoma (BB-37).
  • D. Gloria Deukmejian
    Gloria Deukmejian is the wife of former California Governor George Deukmejian and served as the state's First Lady during his tenure.
  • E. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • 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_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa626208088190be60eae294cea294 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0c87ff88190a6ebdf9566856e03 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada524a234819082f94430da4e802d completed March 8, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69ada5bc32ac8190a921410bdfa465fa completed March 8, 2026, 4:37 p.m.
Created at: March 4, 2026, 7:29 p.m.