Triple

T14502302
Position Surface form Disambiguated ID Type / Status
Subject Bontoc E340172 entity
Predicate primaryLocation P3231 FINISHED
Object 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.
 E1102623 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: Sadanga, Mountain Province | Statement: [Bontoc, primaryLocation, Sadanga, Mountain Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sadanga, Mountain Province
Context triple: [Bontoc, primaryLocation, Sadanga, Mountain Province]
  • A. Tadian, Mountain Province
    Tadian, Mountain Province is a rural municipality in the Cordillera region of the northern Philippines known for its mountainous terrain, cool climate, and scenic highland landscapes.
  • 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. Sabangan, Mountain Province
    Sabangan, Mountain Province is a rural municipality in the Cordillera region of the Philippines known for its mountainous terrain, cool climate, and location along the scenic route between Baguio and the northern highlands.
  • D. 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.
  • E. Mabaka Valley Kalinga
    Mabaka Valley Kalinga is a regional dialect of the Kalinga language spoken by communities in the Mabaka Valley area of the Philippines' Kalinga province.
  • 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: Sadanga, Mountain Province
Triple: [Bontoc, primaryLocation, Sadanga, Mountain Province]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sadanga, Mountain Province
Target entity description: 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.
  • A. Tadian, Mountain Province
    Tadian, Mountain Province is a rural municipality in the Cordillera region of the northern Philippines known for its mountainous terrain, cool climate, and scenic highland landscapes.
  • 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. Sabangan, Mountain Province
    Sabangan, Mountain Province is a rural municipality in the Cordillera region of the Philippines known for its mountainous terrain, cool climate, and location along the scenic route between Baguio and the northern highlands.
  • D. 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.
  • E. Mabaka Valley Kalinga
    Mabaka Valley Kalinga is a regional dialect of the Kalinga language spoken by communities in the Mabaka Valley area of the Philippines' Kalinga province.
  • 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_69fd6d9b6f7481908b7eb76226a93545 completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6efed3108190a524c64adf740303 completed May 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f8648408190aed910a7f269abee completed May 8, 2026, 5:07 a.m.
Created at: April 10, 2026, 1:21 a.m.