Triple

T5028880
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth of Pennsylvania government E113245 entity
Predicate executiveAgency P58245 FINISHED
Object Pennsylvania Department of Transportation E129857 NE FINISHED

How this triple was built (3 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: Pennsylvania Department of Transportation | Statement: [Commonwealth of Pennsylvania government, executiveAgency, Pennsylvania Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Department of Transportation
Context triple: [Commonwealth of Pennsylvania government, executiveAgency, Pennsylvania Department of Transportation]
  • A. Pennsylvania Department of Transportation chosen
    The Pennsylvania Department of Transportation is the state agency responsible for planning, building, and maintaining Pennsylvania’s transportation infrastructure, including highways, bridges, and public transit systems.
  • B. Maryland Department of Transportation
    The Maryland Department of Transportation is the statewide agency responsible for planning, building, operating, and maintaining Maryland’s transportation systems, including highways, transit, ports, aviation, and rail services.
  • C. ODOT
    ODOT is the state agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • D. State of New Jersey Department of Transportation
    The State of New Jersey Department of Transportation is the state government agency responsible for planning, building, operating, and maintaining New Jersey’s transportation infrastructure and services.
  • E. Ohio Department of Transportation
    The Ohio Department of Transportation is the state agency responsible for planning, building, and maintaining Ohio’s transportation infrastructure, including its highway and interstate systems.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: executiveAgency
Context triple: [Commonwealth of Pennsylvania government, executiveAgency, Pennsylvania Department of Transportation]
  • A. componentAgency
    Indicates that one entity functions as a constituent or subordinate agency within the organizational structure of another agency.
  • B. publicAgency
    Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
  • C. governmentBranch
    Indicates that one entity functions as an official division or branch within the structure of a government.
  • D. stateAgencyOf chosen
    Indicates that one entity is a governmental agency that operates under the authority or jurisdiction of a particular state.
  • E. enforcementAgency
    Indicates that one entity serves as the authority responsible for enforcing laws, rules, or regulations related to another entity.
  • F. None of above.

Provenance (4 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_69bd443775e48190a646ffbfc4334723 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd738f2cc88190a03eebf19e407411 completed March 20, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c6859a88190bbf5688812f2eb91 completed March 21, 2026, 1:26 p.m.
PD Predicate disambiguation batch_69bd71509e9c8190a60c1d8d04936a12 completed March 20, 2026, 4:09 p.m.
Created at: March 20, 2026, 1:36 p.m.