Triple

T18342789
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate adjacentTo P224 FINISHED
Object Municipality of Bauan, Batangas
The Municipality of Bauan, Batangas is a coastal town in the Philippines known for its shipbuilding industry, diving spots, and proximity to key industrial and port areas in Batangas province.
E1321159 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: Municipality of Bauan, Batangas | Statement: [Batangas Bay, adjacentTo, Municipality of Bauan, Batangas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Municipality of Bauan, Batangas
Context triple: [Batangas Bay, adjacentTo, Municipality of Bauan, Batangas]
  • A. Municipality of Mabini, Batangas
    The Municipality of Mabini, Batangas is a coastal town in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • B. Municipality of Daanbantayan
    The Municipality of Daanbantayan is a coastal town at the northern tip of Cebu, Philippines, known as a gateway to popular diving and beach destinations in the surrounding islands.
  • C. Municipality of Masinloc
    The Municipality of Masinloc is a coastal town in Zambales, Philippines, known for its fishing industry, nearby Masinloc-Oyon Bay marine protected area, and proximity to the disputed Scarborough Shoal in the South China Sea.
  • D. City of Batangas
    The City of Batangas is a coastal urban center in the province of Batangas in the Philippines, known as a major industrial, commercial, and port hub in the Calabarzon region.
  • E. 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.
  • 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: Municipality of Bauan, Batangas
Triple: [Batangas Bay, adjacentTo, Municipality of Bauan, Batangas]
Generated description
The Municipality of Bauan, Batangas is a coastal town in the Philippines known for its shipbuilding industry, diving spots, and proximity to key industrial and port areas in Batangas province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Municipality of Bauan, Batangas
Target entity description: The Municipality of Bauan, Batangas is a coastal town in the Philippines known for its shipbuilding industry, diving spots, and proximity to key industrial and port areas in Batangas province.
  • A. Municipality of Mabini, Batangas
    The Municipality of Mabini, Batangas is a coastal town in the Philippines renowned for its diving and snorkeling sites, particularly around the Anilao area.
  • B. Municipality of Daanbantayan
    The Municipality of Daanbantayan is a coastal town at the northern tip of Cebu, Philippines, known as a gateway to popular diving and beach destinations in the surrounding islands.
  • C. Municipality of Masinloc
    The Municipality of Masinloc is a coastal town in Zambales, Philippines, known for its fishing industry, nearby Masinloc-Oyon Bay marine protected area, and proximity to the disputed Scarborough Shoal in the South China Sea.
  • D. City of Batangas
    The City of Batangas is a coastal urban center in the province of Batangas in the Philippines, known as a major industrial, commercial, and port hub in the Calabarzon region.
  • E. 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.
  • 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_6a03d76e71a08190885522bf1ac38cb1 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8e1cc888190aaee303a92cc365c completed May 13, 2026, 1:50 a.m.
NED2 Entity disambiguation (via description) batch_6a03d956b6dc8190b76547bded001f62 completed May 13, 2026, 1:52 a.m.
Created at: April 10, 2026, 10:37 a.m.