Triple
T6187212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas A&M University–San Antonio |
E138089
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object | San Antonio metropolitan area |
E181821
|
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: San Antonio metropolitan area | Statement: [Texas A&M University–San Antonio, operatesIn, San Antonio metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Antonio metropolitan area Context triple: [Texas A&M University–San Antonio, operatesIn, San Antonio metropolitan area]
-
A.
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.
-
B.
San Antonio–Austin
San Antonio–Austin refers to the central Texas urban corridor encompassing the rapidly growing metropolitan areas of San Antonio and Austin, known for its economic, cultural, and transportation significance.
-
C.
McAllen–Edinburg–Mission metropolitan area
The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
-
D.
San Antonio, Texas
San Antonio, Texas is a major city in south-central Texas known for the Alamo, the River Walk, and its rich blend of Spanish colonial history and modern urban culture.
-
E.
San Antonio, Texas
San Antonio, Texas is a major city in south-central Texas known for the Alamo, its rich colonial and Tejano history, and a vibrant blend of Mexican and American cultures.
- 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_69c008a8fd408190b7ec6e42934974a6 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0621671988190938dd16242a2e4d5 |
completed | March 22, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640a2faf4819089bfbce9710ed22d |
completed | March 27, 2026, 8:32 a.m. |
Created at: March 22, 2026, 4:19 p.m.