Triple

T6299726
Position Surface form Disambiguated ID Type / Status
Subject Ibaloy language E141221 entity
Predicate spokenBy P2181 FINISHED
Object 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.
 E584084 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: Ibaloy people | Statement: [Ibaloy language, spokenBy, Ibaloy people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ibaloy people
Context triple: [Ibaloy language, spokenBy, Ibaloy people]
  • A. Ibanag people
    The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
  • B. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • 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. Bontoc people
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • E. Ivatan people
    The Ivatan people are an indigenous ethnolinguistic group of the northern Philippines, known for their seafaring culture, stone houses, and distinct traditions shaped by the harsh, typhoon-prone environment of the Batanes Islands.
  • 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: Ibaloy people
Triple: [Ibaloy language, spokenBy, Ibaloy people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ibaloy people
Target entity description: 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.
  • A. Ibanag people
    The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
  • B. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • 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. Bontoc people
    The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
  • E. Ivatan people
    The Ivatan people are an indigenous ethnolinguistic group of the northern Philippines, known for their seafaring culture, stone houses, and distinct traditions shaped by the harsh, typhoon-prone environment of the Batanes Islands.
  • 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_69c008cf0ad4819095def81e2bd42f9f completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0645a7e048190af7a609fc74b876a completed March 22, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e427de4481909f1cad8fae93bc42 completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e67fc1688190ab339960d656708d completed March 27, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69c5e6e40c588190898ad952b71e5b11 completed March 27, 2026, 2:09 a.m.
Created at: March 22, 2026, 4:27 p.m.