Triple

T5138202
Position Surface form Disambiguated ID Type / Status
Subject City of Denison E115878 entity
Predicate operates P24 FINISHED
Object code enforcement department of Denison
The code enforcement department of Denison is a municipal agency responsible for ensuring properties and activities within Denison comply with local building, safety, and nuisance codes.
 E495521 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: code enforcement department of Denison | Statement: [City of Denison, operates, code enforcement department of Denison]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: code enforcement department of Denison
Context triple: [City of Denison, operates, code enforcement department of Denison]
  • A. Dallas Code Compliance Department
    The Dallas Code Compliance Department is a municipal agency responsible for enforcing city codes and ordinances to protect public health, safety, and neighborhood quality in Dallas.
  • B. Lexington Building Department
    The Lexington Building Department is the municipal office responsible for administering building permits, inspections, and code enforcement for construction and development in the Town of Lexington.
  • C. Darien Police Department
    The Darien Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the Village of Darien.
  • D. Denton County Sheriff's Office
    The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.
  • E. Denton County Emergency Services District No. 1
    Denton County Emergency Services District No. 1 is a local government agency that provides fire protection, emergency medical response, and related public safety services to communities in Denton County, Texas.
  • 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: code enforcement department of Denison
Triple: [City of Denison, operates, code enforcement department of Denison]
Generated description
The code enforcement department of Denison is a municipal agency responsible for ensuring properties and activities within Denison comply with local building, safety, and nuisance codes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: code enforcement department of Denison
Target entity description: The code enforcement department of Denison is a municipal agency responsible for ensuring properties and activities within Denison comply with local building, safety, and nuisance codes.
  • A. Dallas Code Compliance Department
    The Dallas Code Compliance Department is a municipal agency responsible for enforcing city codes and ordinances to protect public health, safety, and neighborhood quality in Dallas.
  • B. Lexington Building Department
    The Lexington Building Department is the municipal office responsible for administering building permits, inspections, and code enforcement for construction and development in the Town of Lexington.
  • C. Darien Police Department
    The Darien Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the Village of Darien.
  • D. Denton County Sheriff's Office
    The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.
  • E. Denton County Emergency Services District No. 1
    Denton County Emergency Services District No. 1 is a local government agency that provides fire protection, emergency medical response, and related public safety services to communities in Denton County, Texas.
  • 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_69bd44459a988190a772a5c2ec6a1965 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd787acd18819087f09db885893c3e completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4d342c8819088f67c01d3769a6d completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec5867eac819089ee2c5eddc32a4b completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec5eb535c819097deeb331f9f0f4d completed March 21, 2026, 4:23 p.m.
Created at: March 20, 2026, 1:43 p.m.