Triple

T9612397
Position Surface form Disambiguated ID Type / Status
Subject Traffic Safety and Specialized Enforcement Branch E232132 entity
Predicate collaboratesWith P37 FINISHED
Object District of Columbia government agencies E5395 NE FINISHED

How this triple was built (2 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: District of Columbia government agencies | Statement: [Traffic Safety and Specialized Enforcement Branch, collaboratesWith, District of Columbia government agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: District of Columbia government agencies
Context triple: [Traffic Safety and Specialized Enforcement Branch, collaboratesWith, District of Columbia government agencies]
  • A. District of Columbia public safety agencies
    District of Columbia public safety agencies are the network of government bodies in Washington, D.C. responsible for law enforcement, emergency response, corrections, and related public protection services.
  • B. Government of the District of Columbia chosen
    The Government of the District of Columbia is the municipal administration responsible for governing Washington, D.C., providing local services and implementing laws for the U.S. capital.
  • C. District of Columbia Office of Contracting and Procurement
    The District of Columbia Office of Contracting and Procurement is the central government agency responsible for managing and overseeing purchasing and contracting activities for the District’s public agencies and programs.
  • D. District of Columbia Department of Public Works
    The District of Columbia Department of Public Works is the municipal agency responsible for services such as trash and recycling collection, street and alley cleaning, parking enforcement, and related public space maintenance in Washington, D.C.
  • E. Office of the Delegate of the District of Columbia
    The Office of the Delegate of the District of Columbia is the congressional office representing Washington, D.C. in the U.S. House of Representatives through a non-voting delegate.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8485a90c819094fe40b42fde9d70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a87764481909ab96cd2ab96d14b completed April 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d189f4e994819088c55856bf79621d completed April 4, 2026, 10 p.m.
Created at: March 30, 2026, 8:09 p.m.