Triple
T16819317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highland Village Police Department |
E408842
|
entity |
| Predicate | hasDuty |
P636
|
FINISHED |
| Object |
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.
|
E1235245
|
NE FINISHED |
How this triple was built (4 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: enforce municipal ordinances in Highland Village, Texas | Statement: [Highland Village Police Department, hasDuty, enforce municipal ordinances in Highland Village, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: enforce municipal ordinances in Highland Village, Texas Context triple: [Highland Village Police Department, hasDuty, enforce municipal ordinances in Highland Village, Texas]
-
A.
City of Highland Village, Texas
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 Austin Board of Adjustment
The City of Austin Board of Adjustment is a quasi-judicial body that hears and decides requests for zoning variances, special exceptions, and appeals of administrative decisions related to land use and development within Austin.
-
C.
City of Live Oak Code of Ordinances
The City of Live Oak Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Live Oak.
-
D.
Village of Oak Park municipal code
The Village of Oak Park municipal code is the body of local laws and regulations that governs municipal operations, public conduct, and policymaking within the Village of Oak Park, Illinois.
-
E.
San Antonio Unified Development Code
The San Antonio Unified Development Code is the city’s comprehensive set of zoning, land use, and development regulations that governs how property can be used and built upon within San Antonio.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: enforce municipal ordinances in Highland Village, Texas Triple: [Highland Village Police Department, hasDuty, enforce municipal ordinances in Highland Village, Texas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: enforce municipal ordinances in Highland Village, Texas Target entity description: 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.
-
A.
City of Highland Village, Texas
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 Austin Board of Adjustment
The City of Austin Board of Adjustment is a quasi-judicial body that hears and decides requests for zoning variances, special exceptions, and appeals of administrative decisions related to land use and development within Austin.
-
C.
City of Live Oak Code of Ordinances
The City of Live Oak Code of Ordinances is the comprehensive collection of local laws and regulations governing municipal operations, public conduct, land use, and community standards within the City of Live Oak.
-
D.
Village of Oak Park municipal code
The Village of Oak Park municipal code is the body of local laws and regulations that governs municipal operations, public conduct, and policymaking within the Village of Oak Park, Illinois.
-
E.
San Antonio Unified Development Code
The San Antonio Unified Development Code is the city’s comprehensive set of zoning, land use, and development regulations that governs how property can be used and built upon within San Antonio.
- F. None of above. chosen
Provenance (5 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_6a00b29a3854819099eed580eea5d84d |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b32d2a588190b59bad56f8817bce |
completed | May 10, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b3d14b3c819081f435777f47eca3 |
completed | May 10, 2026, 4:35 p.m. |
Created at: April 10, 2026, 5:23 a.m.