Triple

T15314048
Position Surface form Disambiguated ID Type / Status
Subject Dallas Code Compliance Department E366107 entity
Predicate worksWith P398 FINISHED
Object Dallas Department of Sanitation Services E366106 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Department of Sanitation Services | Statement: [Dallas Code Compliance Department, worksWith, Dallas Department of Sanitation Services]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dallas Department of Sanitation Services
Context triple: [Dallas Code Compliance Department, worksWith, Dallas Department of Sanitation Services]
  • A. Dallas Public Works Department chosen
    The Dallas Public Works Department is a municipal agency responsible for planning, building, and maintaining the city’s public infrastructure and related services.
  • B. Chicago Department of Streets and Sanitation
    The Chicago Department of Streets and Sanitation is the city agency responsible for services such as garbage collection, street cleaning, snow removal, and rodent control in Chicago.
  • C. Dallas Water Utilities
    Dallas Water Utilities is the municipal department responsible for providing water and wastewater services to residents and businesses in Dallas, Texas.
  • D. 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.
  • E. Dallas Office of Emergency Management
    The Dallas Office of Emergency Management is the city’s agency responsible for coordinating preparedness, response, and recovery efforts for disasters and major emergencies affecting Dallas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d85a113ee881908e297a1d38dd79fa elicitation completed
NER batch_69e03dd050108190a584543cb93943a4 ner completed
NED1 batch_69fef8a3da3881909b50cfbec0543adc ned_source_triple completed
Created at: April 10, 2026, 3:16 a.m.