Triple

T21630580
Position Surface form Disambiguated ID Type / Status
Subject Fireworks Capital of the Philippines E533817 entity
Predicate appliesTo P1129 FINISHED
Object municipality of Bocaue
The municipality of Bocaue is a town in Bulacan, Philippines, renowned nationwide for its large-scale fireworks industry and pyrotechnics trade.
E1493545 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 Bocaue | Statement: [Fireworks Capital of the Philippines, appliesTo, municipality of Bocaue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipality of Bocaue
Context triple: [Fireworks Capital of the Philippines, appliesTo, municipality of Bocaue]
  • A. 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.
  • B. Municipality of Los Baños
    The Municipality of Los Baños is a town in Laguna, Philippines, renowned as a university and science hub and for its hot springs at the foot of Mount Makiling.
  • C. 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.
  • D. Municipality of Cabiao
    The Municipality of Cabiao is a local government unit in the Philippine province of Nueva Ecija, known for its agricultural economy and role as a growing commercial center in the region.
  • E. Municipality of San Pascual, Batangas
    The Municipality of San Pascual is a coastal town in the province of Batangas in the Philippines, known for its industrial facilities, residential communities, and access to marine resources.
  • 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 Bocaue
Triple: [Fireworks Capital of the Philippines, appliesTo, municipality of Bocaue]
Generated description
The municipality of Bocaue is a town in Bulacan, Philippines, renowned nationwide for its large-scale fireworks industry and pyrotechnics trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipality of Bocaue
Target entity description: The municipality of Bocaue is a town in Bulacan, Philippines, renowned nationwide for its large-scale fireworks industry and pyrotechnics trade.
  • A. 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.
  • B. Municipality of Los Baños
    The Municipality of Los Baños is a town in Laguna, Philippines, renowned as a university and science hub and for its hot springs at the foot of Mount Makiling.
  • C. 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.
  • D. Municipality of Cabiao
    The Municipality of Cabiao is a local government unit in the Philippine province of Nueva Ecija, known for its agricultural economy and role as a growing commercial center in the region.
  • E. Municipality of San Pascual, Batangas
    The Municipality of San Pascual is a coastal town in the province of Batangas in the Philippines, known for its industrial facilities, residential communities, and access to marine resources.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef521679fc81909c94d42439fda4ba completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f97ba188190b00ddfbbeee22499 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a1020e67c8190a6faf7e8e458d48e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10ac13288190a1fbf21fa67a4ed2 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.