Triple

T18342820
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate hasNearbyMunicipality P4647 FINISHED
Object San Pascual, Batangas NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: San Pascual, Batangas | Statement: [Batangas Bay, hasNearbyMunicipality, San Pascual, Batangas]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Pascual, Batangas
Context triple: [Batangas Bay, hasNearbyMunicipality, San Pascual, Batangas]
  • A. San Juan, Batangas
    San Juan, Batangas is a coastal municipality in the Philippines known for its long beaches, heritage sites, and resorts along the shores of Tayabas Bay.
  • B. San Nicolas, Batangas
    San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
  • C. Mabini, Batangas
    Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • D. Agoncillo, Batangas
    Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
  • E. Hermosa, Bataan
    Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
  • 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: San Pascual, Batangas
Target entity description: San Pascual, Batangas is a coastal municipality in the province of Batangas in the Philippines, known for its proximity to Batangas City and its role in the local industrial and port economy.
  • A. San Juan, Batangas
    San Juan, Batangas is a coastal municipality in the Philippines known for its long beaches, heritage sites, and resorts along the shores of Tayabas Bay.
  • B. San Nicolas, Batangas
    San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
  • C. Mabini, Batangas
    Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • D. Agoncillo, Batangas
    Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
  • E. Hermosa, Bataan
    Hermosa, Bataan is a municipality in the province of Bataan in the Philippines, known for its strategic location as a gateway between Central Luzon and the Subic–Clark growth corridor.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8b9175fec8190af865699b4e64d8c elicitation completed
NER batch_69e514f188e081909cdbce61a21b9591 ner completed
Created at: April 10, 2026, 10:37 a.m.