Triple

T16397246
Position Surface form Disambiguated ID Type / Status
Subject Cabangan E398213 entity
Predicate hasLocalGovernmentUnitClassification P101316 FINISHED
Object municipality of Zambales E1209608 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: municipality of Zambales | Statement: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipality of Zambales
Context triple: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
  • A. municipality of Zambales chosen
    The municipality of Zambales is a local government unit in the Philippine province of Zambales, known for its coastal communities, tourism, and role in regional commerce and governance.
  • B. municipality of Pampanga
    The municipality of Pampanga is a local government unit in the Philippine province of Pampanga, known for its rich Kapampangan culture, cuisine, and historical significance in Central Luzon.
  • C. municipality of Capiz
    The municipality of Capiz is a local government unit in the Philippine province of Capiz, responsible for administering the town of Jamindan and surrounding communities.
  • D. Province of Zambales
    The Province of Zambales is a coastal province in Central Luzon, Philippines, known for its beaches, coves, and the former U.S. naval base at Subic Bay.
  • E. 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.
  • 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: hasLocalGovernmentUnitClassification
Context triple: [Cabangan, hasLocalGovernmentUnitClassification, municipality of Zambales]
  • A. hasLocalGovernmentUnitClass chosen
    Indicates that a local government unit belongs to or is categorized under a specific administrative or governmental classification.
  • B. hasLocalGovernmentTier
    Indicates that one administrative unit is organized or governed at a specific level within a multi-tier local government structure.
  • C. hasLocalGovernmentCode
    Indicates that an entity is associated with a specific code assigned by a local government authority for identification or administrative purposes.
  • D. hasLocalGovernmentJurisdictionOver
    Indicates that one governmental body possesses official authority to administer, regulate, and make binding decisions over a specific geographic area or population.
  • E. isLocalGovernment
    Indicates that an entity functions as a governing body with authority over a specific local or regional area within a larger political system.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327cb3c708190b64341cb1410ed81 completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c5bcc7c81909dc1d3a9a1b7f50a completed May 10, 2026, 8:05 a.m.
PD Predicate disambiguation batch_69e226fe1dd08190865c181721f8c348 completed April 17, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:09 a.m.