Triple
T10134483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlingen, Texas |
E226821
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Cameron County, Texas |
E280608
|
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: Cameron County, Texas | Statement: [Harlingen, Texas, county, Cameron County, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cameron County, Texas Context triple: [Harlingen, Texas, county, Cameron County, Texas]
-
A.
Cameron County, Texas
chosen
Cameron County, Texas is a county at the southern tip of Texas that includes part of the Gulf Coast and the U.S.–Mexico border, encompassing communities such as Brownsville and the area hosting SpaceX’s Starbase facility.
-
B.
Nueces County, Texas
Nueces County, Texas is a coastal county in South Texas that includes the city of Corpus Christi and serves as a regional hub for industry, healthcare, and maritime commerce along the Gulf of Mexico.
-
C.
Cameron County
Cameron County is a sparsely populated, heavily forested rural county in north-central Pennsylvania known for its outdoor recreation and wildlife.
-
D.
Parker County, Texas
Parker County, Texas is a suburban and semi-rural county just west of Fort Worth that forms part of the greater Dallas–Fort Worth metropolitan area.
-
E.
Wharton County, Texas
Wharton County, Texas is a rural county in southeastern Texas known for its agricultural economy and small towns along the Colorado River, southwest of Houston.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cde87e1f908190a53865420f2b8f93 |
completed | April 2, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b744b534819095b272ba8943f7b7 |
completed | April 20, 2026, 5:19 a.m. |
Created at: March 30, 2026, 9:06 p.m.