Triple

T7294286
Position Surface form Disambiguated ID Type / Status
Subject Sorsogon Ayta language E164477 entity
Predicate spokenBy P2181 FINISHED
Object Ayta people
The Ayta people are an indigenous ethnic group in the Philippines, traditionally semi-nomadic hunter-gatherers known for their distinct languages, culture, and close relationship with their ancestral forest environments.
 E656910 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: Ayta people | Statement: [Sorsogon Ayta language, spokenBy, Ayta people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayta people
Context triple: [Sorsogon Ayta language, spokenBy, Ayta people]
  • A. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • B. Asmat people
    The Asmat people are an indigenous group of southwestern New Guinea renowned for their intricate woodcarving, rich ritual traditions, and formerly practiced headhunting culture.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • E. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • 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: Ayta people
Triple: [Sorsogon Ayta language, spokenBy, Ayta people]
Generated description
The Ayta people are an indigenous ethnic group in the Philippines, traditionally semi-nomadic hunter-gatherers known for their distinct languages, culture, and close relationship with their ancestral forest environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayta people
Target entity description: The Ayta people are an indigenous ethnic group in the Philippines, traditionally semi-nomadic hunter-gatherers known for their distinct languages, culture, and close relationship with their ancestral forest environments.
  • A. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • B. Asmat people
    The Asmat people are an indigenous group of southwestern New Guinea renowned for their intricate woodcarving, rich ritual traditions, and formerly practiced headhunting culture.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • E. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • 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_69c6887a499881909dd23341399c59d8 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6eb8b7cc08190983739bf667057c9 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eee330e08190b39bdf3f5071cace completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7efb136b48190b4cdda758503916d completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f053d2108190a0f5e3b1a3516171 completed March 28, 2026, 3:14 p.m.
Created at: March 27, 2026, 3 p.m.