Triple
T4040184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Bartonville, Texas |
E83926
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object | Denton County Emergency Services District |
E316118
|
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: Denton County Emergency Services District | Statement: [Town of Bartonville, Texas, hasFireProtection, Denton County Emergency Services District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denton County Emergency Services District Context triple: [Town of Bartonville, Texas, hasFireProtection, Denton County Emergency Services District]
-
A.
Denton County Emergency Services District No. 1
chosen
Denton County Emergency Services District No. 1 is a local government agency that provides fire protection, emergency medical response, and related public safety services to communities in Denton County, Texas.
-
B.
Denton County Sheriff's Office
The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.
-
C.
Denton County Transportation Authority
Denton County Transportation Authority is a regional public transit agency in North Texas that operates bus and rail services primarily within Denton County and connects to the broader Dallas–Fort Worth transportation network.
-
D.
Denton County Commissioners Court
The Denton County Commissioners Court is the chief governing body of Denton County, Texas, responsible for setting county policies, budgets, and overseeing county services and infrastructure.
-
E.
Denton Independent School District
Denton Independent School District is a public school district in North Texas that serves the city of Denton and surrounding communities with K–12 education.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb39400881909d0f5430f04e441c |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55649b75c819086b272f56ac73be4 |
completed | March 14, 2026, 12:36 p.m. |
Created at: March 9, 2026, 3:37 p.m.