Triple

T5794161
Position Surface form Disambiguated ID Type / Status
Subject Henry B. González E128465 entity
Predicate spouse P13 FINISHED
Object Bertha Cuellar González
Bertha Cuellar González was the wife of longtime U.S. Congressman Henry B. González and a member of a prominent Mexican American political family in Texas.
 E546537 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: Bertha Cuellar González | Statement: [Henry B. González, spouse, Bertha Cuellar González]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bertha Cuellar González
Context triple: [Henry B. González, spouse, Bertha Cuellar González]
  • A. Juanita Castro
    Juanita Castro is a Cuban exile and anti-communist activist, known for being the sister of Fidel and Raúl Castro who later broke with her brothers' revolutionary government and collaborated with the CIA.
  • 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. Janet Murguía
    Janet Murguía is a prominent American civil rights leader and advocate who served as president and CEO of UnidosUS, the largest Latino nonprofit advocacy organization in the United States.
  • D. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • E. Norma Heyman
    Norma Heyman is a British film producer known for her work on acclaimed films such as "Dangerous Liaisons" and "Mrs Henderson Presents."
  • 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: Bertha Cuellar González
Triple: [Henry B. González, spouse, Bertha Cuellar González]
Generated description
Bertha Cuellar González was the wife of longtime U.S. Congressman Henry B. González and a member of a prominent Mexican American political family in Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bertha Cuellar González
Target entity description: Bertha Cuellar González was the wife of longtime U.S. Congressman Henry B. González and a member of a prominent Mexican American political family in Texas.
  • A. Juanita Castro
    Juanita Castro is a Cuban exile and anti-communist activist, known for being the sister of Fidel and Raúl Castro who later broke with her brothers' revolutionary government and collaborated with the CIA.
  • 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. Janet Murguía
    Janet Murguía is a prominent American civil rights leader and advocate who served as president and CEO of UnidosUS, the largest Latino nonprofit advocacy organization in the United States.
  • D. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • E. Norma Heyman
    Norma Heyman is a British film producer known for her work on acclaimed films such as "Dangerous Liaisons" and "Mrs Henderson Presents."
  • 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_69c00845ca68819081a2ce3ecca577f7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a91c7788190936671bf816d3772 completed March 22, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c098286c1c8190b77cbaeda327dba4 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098a0325c81909a1326b94e40ed50 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c09943deec819085992c4e44050a34 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:51 p.m.