Triple
T7528096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonham, Texas |
E177947
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Texoma region |
E32751
|
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: Texoma region | Statement: [Bonham, Texas, partOf, Texoma region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texoma region Context triple: [Bonham, Texas, partOf, Texoma region]
-
A.
Texoma region
chosen
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.
-
B.
North Texas
North Texas is a region of the U.S. state of Texas centered around the Dallas–Fort Worth metropolitan area and known as a major economic and cultural hub.
-
C.
East-Central Texas
East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
-
D.
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.
-
E.
East Texas
East Texas is a heavily forested, culturally Southern region of Texas known for its piney woods, oil industry history, and numerous rivers and bayous.
- 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_69c69f29bf3081909a146aec7755f185 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f81cc5748190818443c48c9e3114 |
completed | March 27, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84efebd7081908fd33580b399a39b |
completed | March 28, 2026, 9:58 p.m. |
Created at: March 27, 2026, 3:47 p.m.