Triple

T7698273
Position Surface form Disambiguated ID Type / Status
Subject Austin land development code E174421 entity
Predicate isEnforcedBy P2864 FINISHED
Object City of Austin Development Services Department E174420 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: City of Austin Development Services Department | Statement: [Austin land development code, isEnforcedBy, City of Austin Development Services Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Austin Development Services Department
Context triple: [Austin land development code, isEnforcedBy, City of Austin Development Services Department]
  • A. City of Austin Development Services Department chosen
    The City of Austin Development Services Department is the municipal agency responsible for overseeing land use, permitting, and development regulations within Austin, Texas.
  • B. City of Austin Planning and Zoning authorities
    The City of Austin Planning and Zoning authorities are the municipal agencies responsible for regulating land use, development, and urban design in Austin, Texas, including safeguarding key public views of the Texas State Capitol.
  • C. Austin Parks and Recreation Department
    The Austin Parks and Recreation Department is the municipal agency responsible for managing and maintaining Austin’s public parks, recreational facilities, and related community programs.
  • D. Department of Development Services
    The Department of Development Services is a Prince William County government agency responsible for overseeing land development, construction permitting, inspections, and related regulatory services within the county.
  • E. Dallas Public Works Department
    The Dallas Public Works Department is a municipal agency responsible for planning, building, and maintaining the city’s public infrastructure and related services.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7026a8268819097c03458ed263a55 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acaee2c481909efa30125e8ca890 completed March 29, 2026, 4:38 a.m.
Created at: March 27, 2026, 4:03 p.m.