Triple

T6505177
Position Surface form Disambiguated ID Type / Status
Subject Balangao language E149988 entity
Predicate spokenBy P2181 FINISHED
Object Balangao people
The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, customs, and language.
E309945 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: Balangao people | Statement: [Balangao language, spokenBy, Balangao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balangao people
Context triple: [Balangao language, spokenBy, Balangao people]
  • A. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • B. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • C. Bontoc people
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • D. B'laan people
    The B'laan people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate beadwork, and strong attachment to their ancestral lands.
  • E. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • 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: Balangao people
Triple: [Balangao language, spokenBy, Balangao people]
Generated description
The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, customs, and language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balangao people
Target entity description: The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, customs, and language.
  • A. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • B. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • C. Bontoc people chosen
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • D. B'laan people
    The B'laan people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate beadwork, and strong attachment to their ancestral lands.
  • E. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • F. None of above.

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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c69966ff708190902c88cb6b48e5d7 completed March 27, 2026, 2:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e40e173c819081b4f0ebcd136e6f completed March 27, 2026, 8:09 p.m.
NEDg Description generation batch_69c6e926266c81908adc1423ff7db023 completed March 27, 2026, 8:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6e98980ec8190817f06adbb1cd1b3 completed March 27, 2026, 8:33 p.m.
Created at: March 27, 2026, 1:43 p.m.