Triple
T2823781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 20th congressional district |
E54871
|
entity |
| Predicate | currentRepresentative |
P537
|
FINISHED |
| Object |
Joaquin Castro
Joaquin Castro is an American Democratic politician and U.S. Representative from San Antonio, Texas, known for his work on education, immigration, and foreign affairs.
|
E301123
|
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: Joaquin Castro | Statement: [Texas's 20th congressional district, currentRepresentative, Joaquin Castro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joaquin Castro Context triple: [Texas's 20th congressional district, currentRepresentative, Joaquin Castro]
-
A.
Beto O'Rourke
Beto O'Rourke is an American Democratic politician from Texas known for his high-profile 2018 U.S. Senate campaign against Ted Cruz and his subsequent 2020 presidential bid.
-
B.
Henry Cuellar
Henry Cuellar is a long-serving moderate Democratic U.S. Representative from South Texas known for his centrist positions on issues like border security and trade.
-
C.
Alex Padilla
Alex Padilla is a Democratic U.S. Senator from California and the state's first Latino senator, appointed in 2021 to fill the seat vacated when Kamala Harris became vice president.
-
D.
Colin Allred
Colin Allred is an American Democratic politician and former NFL player who serves in the U.S. House of Representatives from Texas.
-
E.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
- 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: Joaquin Castro Triple: [Texas's 20th congressional district, currentRepresentative, Joaquin Castro]
Generated description
Joaquin Castro is an American Democratic politician and U.S. Representative from San Antonio, Texas, known for his work on education, immigration, and foreign affairs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joaquin Castro Target entity description: Joaquin Castro is an American Democratic politician and U.S. Representative from San Antonio, Texas, known for his work on education, immigration, and foreign affairs.
-
A.
Beto O'Rourke
Beto O'Rourke is an American Democratic politician from Texas known for his high-profile 2018 U.S. Senate campaign against Ted Cruz and his subsequent 2020 presidential bid.
-
B.
Henry Cuellar
Henry Cuellar is a long-serving moderate Democratic U.S. Representative from South Texas known for his centrist positions on issues like border security and trade.
-
C.
Alex Padilla
Alex Padilla is a Democratic U.S. Senator from California and the state's first Latino senator, appointed in 2021 to fill the seat vacated when Kamala Harris became vice president.
-
D.
Colin Allred
Colin Allred is an American Democratic politician and former NFL player who serves in the U.S. House of Representatives from Texas.
-
E.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afcead12588190bfbb2c9e93b05e0d |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf5ec0a481909061d50877429f3b |
completed | March 10, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcff778748190978e7d306e0d1ce1 |
completed | March 10, 2026, 8:01 a.m. |
Created at: March 6, 2026, 9:59 p.m.