Triple

T18342818
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate hasNearbyMunicipality P4647 FINISHED
Object Mabini, 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: Mabini, Batangas | Statement: [Batangas Bay, hasNearbyMunicipality, Mabini, 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: Mabini, Batangas
Context triple: [Batangas Bay, hasNearbyMunicipality, Mabini, 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. Plaridel, Quezon
    Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
  • C. 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.
  • D. Calauag, Quezon
    Calauag, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing industry and location along Lamon Bay.
  • E. Los Baños, Laguna
    Los Baños, Laguna is a municipality in the Philippines known for its hot springs, the University of the Philippines Los Baños campus, and its role in World War II history.
  • 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: Mabini, Batangas
Target entity description: Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • 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. Plaridel, Quezon
    Plaridel, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing communities and access to the waters of Lamon Bay.
  • C. 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.
  • D. Calauag, Quezon
    Calauag, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing industry and location along Lamon Bay.
  • E. Los Baños, Laguna
    Los Baños, Laguna is a municipality in the Philippines known for its hot springs, the University of the Philippines Los Baños campus, and its role in World War II history.
  • 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.