Triple

T13980559
Position Surface form Disambiguated ID Type / Status
Subject Bolinao E336296 entity
Predicate hasSpeakerCommunity P5562 FINISHED
Object Bolinao people
The Bolinao people are an indigenous ethnic group of the Philippines, primarily residing in western Pangasinan, known for their distinct Bolinao language and coastal fishing and farming traditions.
E1079085 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: Bolinao people | Statement: [Bolinao, hasSpeakerCommunity, Bolinao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolinao people
Context triple: [Bolinao, hasSpeakerCommunity, Bolinao people]
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • 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. Iliganon people
    The Iliganon people are a Visayan ethnolinguistic group native to the city of Iligan and surrounding areas in Mindanao, known for their distinct Iliganon Cebuano dialect and coastal trading heritage.
  • D. Basay people
    The Basay people are an indigenous ethnic group of northern Taiwan, historically known for their distinct Austronesian culture and now largely assimilated into the broader Taiwanese population.
  • E. 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.
  • 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: Bolinao people
Triple: [Bolinao, hasSpeakerCommunity, Bolinao people]
Generated description
The Bolinao people are an indigenous ethnic group of the Philippines, primarily residing in western Pangasinan, known for their distinct Bolinao language and coastal fishing and farming traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolinao people
Target entity description: The Bolinao people are an indigenous ethnic group of the Philippines, primarily residing in western Pangasinan, known for their distinct Bolinao language and coastal fishing and farming traditions.
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • 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. Iliganon people
    The Iliganon people are a Visayan ethnolinguistic group native to the city of Iligan and surrounding areas in Mindanao, known for their distinct Iliganon Cebuano dialect and coastal trading heritage.
  • D. Basay people
    The Basay people are an indigenous ethnic group of northern Taiwan, historically known for their distinct Austronesian culture and now largely assimilated into the broader Taiwanese population.
  • E. 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.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea10dc88190b9720919a021e570 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0934b74819094ec7309c23a3e2a completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd176632c8190aa7dee337688b043 completed May 7, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69fcd28c1f0c819083b934a6afd656bf completed May 7, 2026, 5:57 p.m.
Created at: April 9, 2026, 10:18 p.m.