Triple

T22294462
Position Surface form Disambiguated ID Type / Status
Subject Municipality of Cajeme government E551079 entity
Predicate hasPublicWorksDepartment P40009 FINISHED
Object Cajeme Municipal Public Works Department — NE NERFINISHED

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: Cajeme Municipal Public Works Department | Statement: [Municipality of Cajeme government, hasPublicWorksDepartment, Cajeme Municipal Public Works Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cajeme Municipal Public Works Department
Context triple: [Municipality of Cajeme government, hasPublicWorksDepartment, Cajeme Municipal Public Works Department]
  • A. Municipality of Cajeme government
    The Municipality of Cajeme government is the local administrative authority responsible for governing the municipality of Cajeme in the state of Sonora, Mexico.
  • B. municipal government of Cajatambo District
    The municipal government of Cajatambo District is the local public authority responsible for administering services, development policies, and regulations within the Cajatambo District in Peru.
  • C. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • D. Chaguaramas Development Authority
    The Chaguaramas Development Authority is a statutory body in Trinidad and Tobago responsible for managing, developing, and conserving the Chaguaramas peninsula and its surrounding areas.
  • E. Consejo de Obras Públicas
    El Consejo de Obras Públicas es un órgano técnico consultivo del Estado encargado de analizar, dictaminar y asesorar en materia de proyectos e infraestructuras de obra pública.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cajeme Municipal Public Works Department
Target entity description: The Cajeme Municipal Public Works Department is the local government agency responsible for planning, building, and maintaining public infrastructure and services within the municipality of Cajeme.
  • A. Municipality of Cajeme government chosen
    The Municipality of Cajeme government is the local administrative authority responsible for governing the municipality of Cajeme in the state of Sonora, Mexico.
  • B. municipal government of Cajatambo District
    The municipal government of Cajatambo District is the local public authority responsible for administering services, development policies, and regulations within the Cajatambo District in Peru.
  • C. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • D. Chaguaramas Development Authority
    The Chaguaramas Development Authority is a statutory body in Trinidad and Tobago responsible for managing, developing, and conserving the Chaguaramas peninsula and its surrounding areas.
  • E. Consejo de Obras Públicas
    El Consejo de Obras Públicas es un órgano técnico consultivo del Estado encargado de analizar, dictaminar y asesorar en materia de proyectos e infraestructuras de obra pública.
  • F. None of above.

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_69e11e45fb848190a1b2ae21296e3a5f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1560f06008190b58e71f7c1bd46f7 completed April 29, 2026, 12:51 a.m.
Created at: April 16, 2026, 8:41 p.m.