Triple

T6358108
Position Surface form Disambiguated ID Type / Status
Subject Proto-Philippine language E143041 entity
Predicate hasDescendant P3654 FINISHED
Object Tboli language
Tboli is an Austronesian language spoken by the Tboli people of South Cotabato in Mindanao, Philippines.
E597409 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: Tboli language | Statement: [Proto-Philippine language, hasDescendant, Tboli language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tboli language
Context triple: [Proto-Philippine language, hasDescendant, Tboli language]
  • A. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Bontok language
    The Bontok language is an Austronesian language spoken by the Bontok people of the Mountain Province in the northern Philippines, known for its rich oral traditions and distinct dialects.
  • D. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • E. Ibaloy language
    The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
  • 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: Tboli language
Triple: [Proto-Philippine language, hasDescendant, Tboli language]
Generated description
Tboli is an Austronesian language spoken by the Tboli people of South Cotabato in Mindanao, Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tboli language
Target entity description: Tboli is an Austronesian language spoken by the Tboli people of South Cotabato in Mindanao, Philippines.
  • A. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Bontok language
    The Bontok language is an Austronesian language spoken by the Bontok people of the Mountain Province in the northern Philippines, known for its rich oral traditions and distinct dialects.
  • D. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • E. Ibaloy language
    The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067f5bdd481909cf9db595ddb27df completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fbc66f081909cdf3f33809ee8f1 completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c66028560881908e10a09a8e0d515c completed March 27, 2026, 10:47 a.m.
NED2 Entity disambiguation (via description) batch_69c6607ecb548190b2600639a5578c10 completed March 27, 2026, 10:48 a.m.
Created at: March 22, 2026, 4:32 p.m.