Triple

T22285280
Position Surface form Disambiguated ID Type / Status
Subject Cumberland Community Improvement District E550843 entity
Predicate collaboratesWith P37 FINISHED
Object Georgia Department of Transportation — NE NERFINISHED

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: Georgia Department of Transportation | Statement: [Cumberland Community Improvement District, collaboratesWith, Georgia Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia Department of Transportation
Context triple: [Cumberland Community Improvement District, collaboratesWith, Georgia Department of Transportation]
  • A. Georgia Department of Transportation chosen
    The Georgia Department of Transportation is the state agency responsible for planning, constructing, and maintaining Georgia’s transportation infrastructure, including highways, bridges, and public transit systems.
  • B. Alabama Department of Transportation
    The Alabama Department of Transportation is the state government agency responsible for planning, building, and maintaining Alabama’s highway and transportation infrastructure.
  • C. South Carolina Department of Transportation
    The South Carolina Department of Transportation is the state agency responsible for planning, building, and maintaining South Carolina’s highway and transportation infrastructure.
  • D. Mississippi Department of Transportation
    The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’s highway and transportation infrastructure.
  • E. Georgia Regional Transportation Authority
    The Georgia Regional Transportation Authority is a state-level agency that plans and coordinates transportation and air quality initiatives in the Atlanta metropolitan region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e44d538819097c6b8f333af3352 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15606948c81909ebaa5ea106d2b7a completed April 29, 2026, 12:51 a.m.
Created at: April 16, 2026, 8:40 p.m.