Triple

T3199632
Position Surface form Disambiguated ID Type / Status
Subject Philippine languages E67018 entity
Predicate includesLanguage P2177 FINISHED
Object Bontoc
Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
 E340172 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: Bontoc | Statement: [Philippine languages, includesLanguage, Bontoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bontoc
Context triple: [Philippine languages, includesLanguage, Bontoc]
  • A. Bukidnon
    Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
  • B. Tboli
    The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
  • C. Tboli
    Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
  • D. Butuanon
    Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern Philippines.
  • E. Benguet
    Benguet is a landlocked province in the northern Philippines known for its cool climate, mountainous terrain, and vegetable and strawberry farms centered around the city of Baguio.
  • 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: Bontoc
Triple: [Philippine languages, includesLanguage, Bontoc]
Generated description
Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bontoc
Target entity description: Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
  • A. Bukidnon
    Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
  • B. Tboli
    The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
  • C. Tboli
    Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
  • D. Butuanon
    Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern Philippines.
  • E. Benguet
    Benguet is a landlocked province in the northern Philippines known for its cool climate, mountainous terrain, and vegetable and strawberry farms centered around the city of Baguio.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9ad4b1c8190bc6ad0f025f238c8 completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2770201888190af6cbeded6d1ae56 completed March 12, 2026, 8:19 a.m.
NEDg Description generation batch_69b27b0289a08190ab3b9bd1d43b91ea completed March 12, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69b27badbe7881909e6215965e7c6907 completed March 12, 2026, 8:39 a.m.
Created at: March 8, 2026, 3:07 p.m.