Triple
T5829655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Santos |
E129312
|
entity |
| Predicate | representedDistrict |
P1239
|
FINISHED |
| Object | Texas 18th congressional district |
E53703
|
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 18th congressional district | Statement: [Matt Santos, representedDistrict, Texas 18th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas 18th congressional district Context triple: [Matt Santos, representedDistrict, Texas 18th congressional district]
-
A.
Texas's 18th congressional district
chosen
Texas's 18th congressional district is a U.S. House district centered in Houston, historically represented by prominent Democratic lawmakers and known for its diverse, urban constituency.
-
B.
Texas's 19th congressional district
Texas's 19th congressional district is a large, predominantly rural and conservative U.S. House district in West Texas that includes cities such as Lubbock and Abilene.
-
C.
Texas's 28th congressional district
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.
-
D.
Texas's 16th congressional district
Texas's 16th congressional district is a U.S. House of Representatives district centered on El Paso in far West Texas, known for its predominantly urban, heavily Hispanic population and strong Democratic lean.
-
E.
Texas's 15th congressional district
Texas's 15th congressional district is a historically significant U.S. House district in South Texas that has long been a Democratic stronghold and a center of Hispanic-majority representation.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0346905848190a8f541401da05604 |
completed | March 22, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a18c48588190b4848dff1c277079 |
completed | March 23, 2026, 2:12 a.m. |
Created at: March 22, 2026, 3:54 p.m.