Triple
T1083314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas Area Rapid Transit |
E23995
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Denton County (partial) |
E15938
|
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 (partial) | Statement: [Dallas Area Rapid Transit, regionServed, Denton County (partial)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denton County (partial) Context triple: [Dallas Area Rapid Transit, regionServed, Denton County (partial)]
-
A.
Denton County, Texas
chosen
Denton County, Texas is a rapidly growing county in the Dallas–Fort Worth metropolitan area known for its suburban communities, higher education institutions, and proximity to major urban centers.
-
B.
Tarrant County, Texas
Tarrant County, Texas is a major urban county in North Texas that includes the city of Fort Worth and forms part of the Dallas–Fort Worth metropolitan area.
-
C.
Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in the state.
-
D.
Collin County, Texas
Collin County, Texas is a rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for its affluent communities, strong school districts, and major corporate presence.
-
E.
Ellis County, Texas
Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
- 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b95e56948190a1e92367ad7240b7 |
completed | March 1, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf33c7808190962fb6c2496b4ec7 |
completed | March 8, 2026, 6:25 p.m. |
Created at: March 1, 2026, 7:42 p.m.