Triple

T14502303
Position Surface form Disambiguated ID Type / Status
Subject Bontoc E340172 entity
Predicate primaryLocation P3231 FINISHED
Object Bauko, Mountain Province
Bauko is a municipality in the Mountain Province of the Philippines known for its mountainous terrain, indigenous cultures, and agricultural communities.
E1104380 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: Bauko, Mountain Province | Statement: [Bontoc, primaryLocation, Bauko, Mountain Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bauko, Mountain Province
Context triple: [Bontoc, primaryLocation, Bauko, Mountain Province]
  • A. La Trinidad, Benguet
    La Trinidad, Benguet is a highland municipality in the Philippines known as the provincial capital and for its cool climate, strawberry farms, and proximity to Baguio City.
  • B. Buguias, Benguet
    Buguias, Benguet is a highland farming municipality in the Philippines’ Cordillera region, known for its vegetable production and cool mountainous climate.
  • C. Itogon
    Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
  • D. Sadanga, Mountain Province
    Sadanga is a remote, mountainous municipality in the Philippine province of Mountain Province, known for its traditional Kankanaey culture, rice terraces, and preserved indigenous practices.
  • E. Atok, Benguet
    Atok, Benguet is a high-altitude municipality in the Philippines known for its cool climate, mountainous landscapes, and scenic vegetable and flower farms.
  • 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: Bauko, Mountain Province
Triple: [Bontoc, primaryLocation, Bauko, Mountain Province]
Generated description
Bauko is a municipality in the Mountain Province of the Philippines known for its mountainous terrain, indigenous cultures, and agricultural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bauko, Mountain Province
Target entity description: Bauko is a municipality in the Mountain Province of the Philippines known for its mountainous terrain, indigenous cultures, and agricultural communities.
  • A. La Trinidad, Benguet
    La Trinidad, Benguet is a highland municipality in the Philippines known as the provincial capital and for its cool climate, strawberry farms, and proximity to Baguio City.
  • B. Buguias, Benguet
    Buguias, Benguet is a highland farming municipality in the Philippines’ Cordillera region, known for its vegetable production and cool mountainous climate.
  • C. Itogon
    Itogon is a mountainous municipality in Benguet province in the Philippines, known for its mining industry and scenic river valleys.
  • D. Sadanga, Mountain Province
    Sadanga is a remote, mountainous municipality in the Philippine province of Mountain Province, known for its traditional Kankanaey culture, rice terraces, and preserved indigenous practices.
  • E. Atok, Benguet
    Atok, Benguet is a high-altitude municipality in the Philippines known for its cool climate, mountainous landscapes, and scenic vegetable and flower farms.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e0f9048190a2d266cfa4f9dfb6 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a420040819097ee73390d625338 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b0160a08190ae181eb7acb3b6bc completed May 8, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd7be778dc81908b0602bab944330a completed May 8, 2026, 6 a.m.
Created at: April 10, 2026, 1:21 a.m.