Triple
T23140378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flamin' Hot |
E577443
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Linda Yvette Chávez
Linda Yvette Chávez is an American screenwriter and producer known for creating and writing culturally resonant, Latinx-centered stories in film and television.
|
E1574036
|
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 Yvette Chávez | Statement: [Flamin' Hot, screenwriter, Linda Yvette Chávez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linda Yvette Chávez Context triple: [Flamin' Hot, screenwriter, Linda Yvette Chávez]
-
A.
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.
-
B.
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.
-
C.
Marjorie Velázquez
Marjorie Velázquez is a New York City politician who serves on the City Council representing parts of the Bronx.
-
D.
Carmen Padilla
Carmen Padilla is a personal name that may refer to various individuals, such as professionals, public figures, or private persons, depending on the context.
-
E.
Elena Verdugo
Elena Verdugo was an American actress best known for her long-running role as nurse Consuelo Lopez on the television series "Marcus Welby, M.D."
- 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 Yvette Chávez Triple: [Flamin' Hot, screenwriter, Linda Yvette Chávez]
Generated description
Linda Yvette Chávez is an American screenwriter and producer known for creating and writing culturally resonant, Latinx-centered stories in film and television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linda Yvette Chávez Target entity description: Linda Yvette Chávez is an American screenwriter and producer known for creating and writing culturally resonant, Latinx-centered stories in film and television.
-
A.
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.
-
B.
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.
-
C.
Marjorie Velázquez
Marjorie Velázquez is a New York City politician who serves on the City Council representing parts of the Bronx.
-
D.
Carmen Padilla
Carmen Padilla is a personal name that may refer to various individuals, such as professionals, public figures, or private persons, depending on the context.
-
E.
Elena Verdugo
Elena Verdugo was an American actress best known for her long-running role as nurse Consuelo Lopez on the television series "Marcus Welby, M.D."
- 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ec922b481908084eee6a95aef83 |
completed | April 29, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c308db8288190b036cd297820da7c |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c32dc646081909d3c36d089d61c00 |
completed | May 19, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c35636e908190ae11d96deb15e1f5 |
completed | May 19, 2026, 10:03 a.m. |
Created at: April 17, 2026, 4 p.m.