Triple

T15314043
Position Surface form Disambiguated ID Type / Status
Subject Dallas Code Compliance Department E366107 entity
Predicate uses P98 FINISHED
Object Dallas City Code
The Dallas City Code is the comprehensive set of municipal laws and regulations governing conduct, property standards, and public affairs within the city of Dallas, Texas.
E1150794 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: Dallas City Code | Statement: [Dallas Code Compliance Department, uses, Dallas City Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dallas City Code
Context triple: [Dallas Code Compliance Department, uses, Dallas City Code]
  • A. Dallas City Charter
    The Dallas City Charter is the foundational legal document that outlines the structure, powers, and functions of the municipal government of Dallas, Texas.
  • B. 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.
  • C. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • D. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • E. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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: Dallas City Code
Triple: [Dallas Code Compliance Department, uses, Dallas City Code]
Generated description
The Dallas City Code is the comprehensive set of municipal laws and regulations governing conduct, property standards, and public affairs within the city of Dallas, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dallas City Code
Target entity description: The Dallas City Code is the comprehensive set of municipal laws and regulations governing conduct, property standards, and public affairs within the city of Dallas, Texas.
  • A. Dallas City Charter
    The Dallas City Charter is the foundational legal document that outlines the structure, powers, and functions of the municipal government of Dallas, Texas.
  • B. 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.
  • C. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • D. Seattle Municipal Code
    The Seattle Municipal Code is the comprehensive collection of local laws and ordinances governing the City of Seattle’s operations, public conduct, land use, and regulatory frameworks.
  • E. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd050108190a584543cb93943a4 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a3da3881909b50cfbec0543adc completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefdb82b2081908084a12a58ad3477 completed May 9, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69fefe6c42708190bd893885fc5bc88e completed May 9, 2026, 9:29 a.m.
Created at: April 10, 2026, 3:16 a.m.