Triple

T18342818
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate hasNearbyMunicipality P4647 FINISHED
Object Mabini, Batangas
Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
E1322611 NE FINISHED

How this triple was built (4 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: Mabini, Batangas | Statement: [Batangas Bay, hasNearbyMunicipality, Mabini, Batangas]
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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mabini, Batangas
Triple: [Batangas Bay, hasNearbyMunicipality, Mabini, Batangas]
Generated description
Mabini, Batangas is a coastal municipality in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
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 (5 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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e514f188e081909cdbce61a21b9591 completed April 19, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e234ba348190be798b49ab8ce827 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e4742820819083881be22d8dc2f1 completed May 13, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_6a03e507a6c881909bc09998f44eab4f completed May 13, 2026, 2:42 a.m.
Created at: April 10, 2026, 10:37 a.m.