Triple

T13182979
Position Surface form Disambiguated ID Type / Status
Subject Bataan Provincial Highway E313774 entity
Predicate maintainedBy P86 FINISHED
Object provincial government of Bataan E1021231 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: provincial government of Bataan | Statement: [Bataan Provincial Highway, maintainedBy, provincial government of Bataan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: provincial government of Bataan
Context triple: [Bataan Provincial Highway, maintainedBy, provincial government of Bataan]
  • A. Provincial Government of Bataan chosen
    The Provincial Government of Bataan is the local governing body responsible for administering public services, development programs, and policy implementation across the province of Bataan in the Philippines.
  • B. Provincial Government of Pampanga
    The Provincial Government of Pampanga is the local government authority responsible for administering the province of Pampanga in the Philippines, including its public services, development programs, and provincial policies.
  • C. Provincial Government of Dinagat Islands
    The Provincial Government of Dinagat Islands is the local governing body responsible for administering public services, development programs, and policy implementation across the island province of Dinagat Islands in the Philippines.
  • D. Provincial Government of Zambales
    The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
  • E. Sangguniang Panlungsod ng Batangas
    Sangguniang Panlungsod ng Batangas is the legislative council of Batangas City responsible for creating local ordinances, resolutions, and policies.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4a0b0081908027bf77442ff5ff completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5f307408190afd0df16a417c456 completed May 3, 2026, 7:14 a.m.
Created at: April 9, 2026, 9:15 p.m.