Triple

T4636588
Position Surface form Disambiguated ID Type / Status
Subject Taal Lake E101546 entity
Predicate nearCity P350 FINISHED
Object 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.
E466442 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: Agoncillo, Batangas | Statement: [Taal Lake, nearCity, Agoncillo, Batangas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agoncillo, Batangas
Context triple: [Taal Lake, nearCity, Agoncillo, Batangas]
  • A. 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.
  • B. Mariveles, Bataan
    Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
  • C. Morong, Bataan
    Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
  • D. Santa Cruz, Laguna
    Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
  • E. Abucay
    Abucay is a coastal municipality in the province of Bataan in the Philippines, known for its historical significance dating back to the Spanish colonial period.
  • 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: Agoncillo, Batangas
Triple: [Taal Lake, nearCity, Agoncillo, Batangas]
Generated description
Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agoncillo, Batangas
Target entity description: Agoncillo, Batangas is a lakeside municipality in the Philippines known for its scenic views of Taal Lake and proximity to the Taal Volcano.
  • A. 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.
  • B. Mariveles, Bataan
    Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
  • C. Morong, Bataan
    Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
  • D. Santa Cruz, Laguna
    Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
  • E. Abucay
    Abucay is a coastal municipality in the province of Bataan in the Philippines, known for its historical significance dating back to the Spanish colonial period.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a62a9e48190b0cf1cbcc51f00c0 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39a767d481908cde49a3ca61c3ac completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3adc766c8190ae5cbe5be14b720a completed March 21, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69be3b645aac8190a6765f0679dd3735 completed March 21, 2026, 6:32 a.m.
Created at: March 20, 2026, 1:13 p.m.