Triple
T16819350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highland Village Fire Department |
E408843
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object | City of Highland Village government |
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 government | Statement: [Highland Village Fire Department, operatedBy, City of Highland Village government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Highland Village government Context triple: [Highland Village Fire Department, operatedBy, City of Highland Village government]
-
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.
City of Highland Village municipal code
The City of Highland Village municipal code is the body of local laws and regulations governing conduct, public safety, land use, and municipal operations within Highland Village, Texas.
-
C.
Highland Village Police Department
The Highland Village Police Department is the local law enforcement agency responsible for public safety and policing services in Highland Village, Texas.
-
D.
enforce municipal ordinances in Highland Village, Texas
Enforce municipal ordinances in Highland Village, Texas refers to the responsibility of upholding and applying the city’s local laws and regulations within the community.
-
E.
Highland Village
Highland Village is a suburban residential community in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to Lewisville Lake.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e56b9c8190a35ad9c463954fbf |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb11f8708190ae762a28710e4246 |
completed | May 10, 2026, 5:06 p.m. |
Created at: April 10, 2026, 5:23 a.m.