Triple
T6419600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denton County Transportation Authority |
E127911
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | City of Highland Village, Texas |
E83925
|
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: City of Highland Village, Texas | Statement: [Denton County Transportation Authority, serves, City of Highland Village, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Highland Village, Texas Context triple: [Denton County Transportation Authority, serves, City of Highland Village, Texas]
-
A.
City of Highland Village, Texas
chosen
The City of Highland Village, Texas, is a suburban lakeside community in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and access to Lewisville Lake.
-
B.
West Lake Hills, Texas
West Lake Hills, Texas is a small, affluent suburban city located just west of downtown Austin, known for its scenic Hill Country views and high property values.
-
C.
North Richland Hills, Texas
North Richland Hills, Texas is a suburban city in Tarrant County known as a major residential and commercial community within the Dallas–Fort Worth metropolitan area.
-
D.
City of Balcones Heights
The City of Balcones Heights is a small, incorporated municipality located within the San Antonio metropolitan area in Bexar County, Texas.
-
E.
Friendswood, Texas
Friendswood, Texas is a suburban city in the Houston metropolitan area known for its family-friendly neighborhoods, strong public schools, and blend of small-town character with proximity to major urban amenities.
- 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0690194dc8190b3382bd5f92876b5 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640d5f6f88190963a1e59400c7aa0 |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:43 p.m.