Triple
T19905321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SWTJC |
E478398
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
southwest Texas
Southwest Texas is a sparsely populated, predominantly rural region of Texas known for its desert landscapes, ranching, and proximity to the U.S.–Mexico border.
|
E1401750
|
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: southwest Texas | Statement: [SWTJC, regionServed, southwest Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southwest Texas Context triple: [SWTJC, regionServed, southwest Texas]
-
A.
West Texas
West Texas is a vast, sparsely populated region of Texas characterized by arid landscapes, oil and gas production, and a strong ranching and cowboy culture.
-
B.
South Texas
South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
-
C.
Northwest Texas
Northwest Texas is a loosely defined region of the U.S. state of Texas characterized by its semi-arid plains, agricultural economy, and small rural communities.
-
D.
Texoma region
The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
-
E.
West-Central Texas
West-Central Texas is a region of Texas characterized by its semi-arid plains, ranching and agricultural economy, and mid-sized cities such as Abilene serving as regional hubs.
- 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: southwest Texas Triple: [SWTJC, regionServed, southwest Texas]
Generated description
Southwest Texas is a sparsely populated, predominantly rural region of Texas known for its desert landscapes, ranching, and proximity to the U.S.–Mexico border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southwest Texas Target entity description: Southwest Texas is a sparsely populated, predominantly rural region of Texas known for its desert landscapes, ranching, and proximity to the U.S.–Mexico border.
-
A.
West Texas
West Texas is a vast, sparsely populated region of Texas characterized by arid landscapes, oil and gas production, and a strong ranching and cowboy culture.
-
B.
South Texas
South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
-
C.
Northwest Texas
Northwest Texas is a loosely defined region of the U.S. state of Texas characterized by its semi-arid plains, agricultural economy, and small rural communities.
-
D.
Texoma region
The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
-
E.
West-Central Texas
West-Central Texas is a region of Texas characterized by its semi-arid plains, ranching and agricultural economy, and mid-sized cities such as Abilene serving as regional hubs.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65945cc2081908224902d5f042d7a |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea473de88190aecf750fe536a8b3 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07ec3b2c088190b98bd03d132e1b4e |
completed | May 16, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ecb5ec708190bc79a1be73f746d9 |
completed | May 16, 2026, 4:04 a.m. |
Created at: April 10, 2026, 1:52 p.m.