Triple

T21413084
Position Surface form Disambiguated ID Type / Status
Subject Bontok language E528226 entity
Predicate spokenBy P2181 FINISHED
Object Bontok people
The Bontok people are an indigenous ethnic group of the northern Philippines’ Cordillera region, known for their rich oral traditions, rice-terrace agriculture, and distinctive cultural practices.
 E1544402 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: Bontok people | Statement: [Bontok language, spokenBy, Bontok people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bontok people
Context triple: [Bontok language, spokenBy, Bontok 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. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • C. 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.
  • D. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • E. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • 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: Bontok people
Triple: [Bontok language, spokenBy, Bontok people]
Generated description
The Bontok people are an indigenous ethnic group of the northern Philippines’ Cordillera region, known for their rich oral traditions, rice-terrace agriculture, and distinctive cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bontok people
Target entity description: The Bontok people are an indigenous ethnic group of the northern Philippines’ Cordillera region, known for their rich oral traditions, rice-terrace agriculture, and distinctive cultural practices.
  • 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. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • C. 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.
  • D. Tungag people
    The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • E. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b20017d8819096b1a679edc8943a completed April 22, 2026, 11:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d3dd12c8190805f1fb62fb603a2 completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b3e5330d88190a3ca4ea190ed80f8 completed May 18, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3f1ea4308190bbd5c7f3a9495f5f completed May 18, 2026, 4:32 p.m.
Created at: April 16, 2026, 5:44 p.m.