Triple
T18981033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Shavano Park |
E464421
|
entity |
| Predicate | partOfCombinedStatisticalArea |
P294
|
FINISHED |
| Object | San Antonio–New Braunfels CSA |
—
|
NE NERFINISHED |
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: San Antonio–New Braunfels CSA | Statement: [City of Shavano Park, partOfCombinedStatisticalArea, San Antonio–New Braunfels CSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Antonio–New Braunfels CSA Context triple: [City of Shavano Park, partOfCombinedStatisticalArea, San Antonio–New Braunfels CSA]
-
A.
San Antonio District
The San Antonio District is a regional division of the Texas Department of Transportation responsible for planning, building, and maintaining the state transportation system in and around the San Antonio area.
-
B.
Reynosa–McAllen area
The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
-
C.
Bulverde
Bulverde is a small city in the Texas Hill Country known for its semi-rural character and proximity to San Antonio.
-
D.
San Antonio–New Braunfels metropolitan area
chosen
The San Antonio–New Braunfels metropolitan area is a major South Texas urban region centered on San Antonio and its surrounding communities, known for its rapid growth, diverse economy, and blend of historic and modern cultural attractions.
-
E.
Los Fresnos, Texas
Los Fresnos, Texas is a small city in the Rio Grande Valley region of South Texas known for its agricultural surroundings and proximity to the U.S.–Mexico border.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d65c11808190810c79c91799dec0 |
completed | April 20, 2026, 7:31 a.m. |
Created at: April 10, 2026, 12:01 p.m.