Triple
T2690849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henry Cuellar |
E58397
|
entity |
| Predicate | represents |
P129
|
FINISHED |
| Object | Texas's 28th congressional district |
E58397
|
NE FINISHED |
How this triple was built (2 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: Texas's 28th congressional district | Statement: [Henry Cuellar, represents, Texas's 28th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas's 28th congressional district Context triple: [Henry Cuellar, represents, Texas's 28th congressional district]
-
A.
Texas's 28th congressional district
chosen
Texas's 28th congressional district is a U.S. House of Representatives district in South Texas that includes parts of the San Antonio area and stretches south to the U.S.–Mexico border.
-
B.
Texas's 27th congressional district
Texas's 27th congressional district is a U.S. House of Representatives district in Texas that covers portions of the Gulf Coast and surrounding inland areas.
-
C.
Texas's 20th congressional district
Texas's 20th congressional district is a U.S. House of Representatives district centered on San Antonio, known for its strong Democratic lean and significant Hispanic population.
-
D.
Texas's 23rd congressional district
Texas's 23rd congressional district is a large, predominantly rural U.S. House district stretching along much of the Texas–Mexico border, known for its geographic size, Latino-majority population, and frequent electoral competitiveness.
-
E.
Texas's 38th congressional district
Texas's 38th congressional district is a U.S. House of Representatives district located in the Houston area, created after the 2020 census to reflect the state's population growth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4ac269e481909cb317d79e68b75b |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda0cb9b48190ab354c277cef9e23 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc4137cc8190a67bf8be5d8e062c |
completed | March 11, 2026, 5:23 a.m. |
Created at: March 6, 2026, 9:54 p.m.