Triple

T18342787
Position Surface form Disambiguated ID Type / Status
Subject Batangas Bay E439451 entity
Predicate adjacentTo P224 FINISHED
Object 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.
E1320323 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: City of Batangas | Statement: [Batangas Bay, adjacentTo, City of Batangas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Batangas
Context triple: [Batangas Bay, adjacentTo, City of Batangas]
  • A. City of Balanga
    The City of Balanga is a coastal component city in Bataan, Philippines, known as the provincial capital and a gateway to historical and natural attractions on the Bataan Peninsula.
  • B. 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.
  • C. Masbate City
    Masbate City is a coastal component city and the capital of Masbate Province in the Philippines, known as a commercial and administrative center in the Bicol Region.
  • 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. Bayan ng Masinloc
    Bayan ng Masinloc is a coastal municipality in the province of Zambales in the Philippines, known for its fishing industry and proximity to the contested Scarborough Shoal in the South China Sea.
  • 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: City of Batangas
Triple: [Batangas Bay, adjacentTo, City of Batangas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Batangas
Target entity description: 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.
  • A. City of Balanga
    The City of Balanga is a coastal component city in Bataan, Philippines, known as the provincial capital and a gateway to historical and natural attractions on the Bataan Peninsula.
  • B. 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.
  • C. Masbate City
    Masbate City is a coastal component city and the capital of Masbate Province in the Philippines, known as a commercial and administrative center in the Bicol Region.
  • 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. Bayan ng Masinloc
    Bayan ng Masinloc is a coastal municipality in the province of Zambales in the Philippines, known for its fishing industry and proximity to the contested Scarborough Shoal in the South China Sea.
  • 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_6a03cc245d008190838015a5129f232f completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d05679f4819096ecee9c2a19ad26 completed May 13, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a03d0cd1a688190ba67d1601e4fea79 completed May 13, 2026, 1:15 a.m.
Created at: April 10, 2026, 10:37 a.m.