Triple

T1243111
Position Surface form Disambiguated ID Type / Status
Subject Southern Luzon languages E26701 entity
Predicate hasMember P10 FINISHED
Object Sorsogon Ayta language
The Sorsogon Ayta language is an indigenous Philippine language spoken by the Ayta (Aeta) people in the Sorsogon area of southern Luzon.
E164477 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: Sorsogon Ayta language | Statement: [Southern Luzon languages, hasMember, Sorsogon Ayta language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sorsogon Ayta language
Context triple: [Southern Luzon languages, hasMember, Sorsogon Ayta language]
  • A. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Bikol language
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • D. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • 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: Sorsogon Ayta language
Triple: [Southern Luzon languages, hasMember, Sorsogon Ayta language]
Generated description
The Sorsogon Ayta language is an indigenous Philippine language spoken by the Ayta (Aeta) people in the Sorsogon area of southern Luzon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sorsogon Ayta language
Target entity description: The Sorsogon Ayta language is an indigenous Philippine language spoken by the Ayta (Aeta) people in the Sorsogon area of southern Luzon.
  • A. Pangasinan language
    The Pangasinan language is an Austronesian language spoken primarily in the province of Pangasinan and nearby areas in the Philippines, known for its distinct vocabulary and grammar within the Northern Luzon language group.
  • B. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • C. Bikol language
    The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
  • D. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf61fadc8190b7b9e23eaa15a61d completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad014954b08190a787d7e03e503d8d completed March 8, 2026, 4:55 a.m.
NEDg Description generation batch_69ad039c5d788190aa10636e2827b489 completed March 8, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69ad03fa7b0c8190906ed79f24723216 completed March 8, 2026, 5:07 a.m.
Created at: March 1, 2026, 7:47 p.m.