Triple
T11311732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Roybal |
E267852
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lucille Beserra Roybal
Lucille Beserra Roybal was the longtime partner and political ally of U.S. Congressman Edward R. Roybal, supporting his pioneering work in Latino civil rights and public service.
|
E917409
|
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: Lucille Beserra Roybal | Statement: [Edward Roybal, spouse, Lucille Beserra Roybal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucille Beserra Roybal Context triple: [Edward Roybal, spouse, Lucille Beserra Roybal]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Dolores Clara Fernández Huerta
Dolores Clara Fernández Huerta is an American labor leader and civil rights activist best known for co-founding the United Farm Workers and championing the rights of farmworkers, women, and immigrants.
-
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: Lucille Beserra Roybal Triple: [Edward Roybal, spouse, Lucille Beserra Roybal]
Generated description
Lucille Beserra Roybal was the longtime partner and political ally of U.S. Congressman Edward R. Roybal, supporting his pioneering work in Latino civil rights and public service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucille Beserra Roybal Target entity description: Lucille Beserra Roybal was the longtime partner and political ally of U.S. Congressman Edward R. Roybal, supporting his pioneering work in Latino civil rights and public service.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Dolores Clara Fernández Huerta
Dolores Clara Fernández Huerta is an American labor leader and civil rights activist best known for co-founding the United Farm Workers and championing the rights of farmworkers, women, and immigrants.
-
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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9c1b7dc81908d8cc768c47390d3 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a7fc06881909afe85a600d25ff2 |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510fc537c8190bbf11c8fd6e5764b |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516d0910481908fee176db0d9229b |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.