Triple

T4608240
Position Surface form Disambiguated ID Type / Status
Subject Maricopa Association of Governments E100488 entity
Predicate collaboratesWith P37 FINISHED
Object Arizona Department of Transportation E162856 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: Arizona Department of Transportation | Statement: [Maricopa Association of Governments, collaboratesWith, Arizona Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arizona Department of Transportation
Context triple: [Maricopa Association of Governments, collaboratesWith, Arizona Department of Transportation]
  • A. Arizona Department of Transportation chosen
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • B. Oklahoma Department of Transportation
    The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • C. Arizona State Highway System
    The Arizona State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Arizona.
  • D. Idaho Transportation Department
    The Idaho Transportation Department is the state agency responsible for planning, building, and maintaining Idaho’s highway and transportation infrastructure.
  • E. New Mexico Department of Transportation
    The New Mexico Department of Transportation is the state agency responsible for planning, building, and maintaining New Mexico’s highway and transportation infrastructure.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599debdc81909d11d0e871c666bb completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39939efc8190a3f49e1315f35782 completed March 21, 2026, 6:24 a.m.
Created at: March 20, 2026, 1:12 p.m.