Triple

T16819333
Position Surface form Disambiguated ID Type / Status
Subject Highland Village Police Department E408842 entity
Predicate appliesLaw P125 FINISHED
Object 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.
 E1235246 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: City of Highland Village municipal code | Statement: [Highland Village Police Department, appliesLaw, City of Highland Village municipal code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Highland Village municipal code
Context triple: [Highland Village Police Department, appliesLaw, City of Highland Village municipal code]
  • A. Grandview municipal code
    The Grandview municipal code is the body of local laws and regulations governing the city of Grandview and guiding the operations and enforcement actions of its public agencies.
  • B. 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.
  • C. Beverly Hills Municipal Code
    The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
  • D. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • 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: City of Highland Village municipal code
Triple: [Highland Village Police Department, appliesLaw, City of Highland Village municipal code]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Highland Village municipal code
Target entity description: 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.
  • A. Grandview municipal code
    The Grandview municipal code is the body of local laws and regulations governing the city of Grandview and guiding the operations and enforcement actions of its public agencies.
  • B. 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.
  • C. Beverly Hills Municipal Code
    The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
  • D. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • 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.