Triple

T18342821
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate hasNearbyMunicipality P4647 FINISHED
Object Tingloy, 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: Tingloy, Batangas | Statement: [Batangas Bay, hasNearbyMunicipality, Tingloy, 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: Tingloy, Batangas
Context triple: [Batangas Bay, hasNearbyMunicipality, Tingloy, Batangas]
  • A. 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.
  • B. Mabini, Batangas
    Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • C. San Pascual, Batangas
    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.
  • D. 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.
  • 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: Tingloy, Batangas
Target entity description: Tingloy, Batangas is a small island municipality in the province of Batangas, Philippines, known for its beaches, diving spots, and the scenic Masasa Beach.
  • A. 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.
  • B. Mabini, Batangas
    Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • C. San Pascual, Batangas
    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.
  • D. 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.
  • 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.