Triple
T2512838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 16th congressional district |
E52739
|
entity |
| Predicate | previousRepresentative |
P97
|
FINISHED |
| Object |
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.
|
E272751
|
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: Beto O'Rourke | Statement: [Texas's 16th congressional district, previousRepresentative, Beto O'Rourke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beto O'Rourke Context triple: [Texas's 16th congressional district, previousRepresentative, Beto O'Rourke]
-
A.
Tom Scott
Tom Scott is an American saxophonist, composer, and bandleader known for his prolific session work, jazz-fusion recordings, and numerous film and television scores.
-
B.
Mike Royce
Mike Royce is an American television writer and producer known for his work on acclaimed comedy series such as Everybody Loves Raymond and the 2017 reboot of One Day at a Time.
-
C.
Dennis Kucinich
Dennis Kucinich is an American politician and former U.S. Representative from Ohio known for his progressive, anti-war positions and multiple bids for the Democratic presidential nomination.
-
D.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
-
E.
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.
- 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: Beto O'Rourke Triple: [Texas's 16th congressional district, previousRepresentative, Beto O'Rourke]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beto O'Rourke Target entity description: 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.
-
A.
Tom Scott
Tom Scott is an American saxophonist, composer, and bandleader known for his prolific session work, jazz-fusion recordings, and numerous film and television scores.
-
B.
Mike Royce
Mike Royce is an American television writer and producer known for his work on acclaimed comedy series such as Everybody Loves Raymond and the 2017 reboot of One Day at a Time.
-
C.
Dennis Kucinich
Dennis Kucinich is an American politician and former U.S. Representative from Ohio known for his progressive, anti-war positions and multiple bids for the Democratic presidential nomination.
-
D.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
-
E.
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.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd20b6d008190acec0eb172e218c9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1faed61481909f13b8a014b39ed3 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af20e421308190b62a954659537163 |
completed | March 9, 2026, 7:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af215e2eec8190a18e41824acf196b |
completed | March 9, 2026, 7:37 p.m. |
Created at: March 6, 2026, 9:46 p.m.