Triple

T6474982
Position Surface form Disambiguated ID Type / Status
Subject Southern Luzon E146048 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Mangyan peoples
The Mangyan peoples are a collective term for several indigenous ethnolinguistic groups inhabiting the island of Mindoro in the Philippines, known for their distinct languages, scripts, and upland farming traditions.
E600295 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: Mangyan peoples | Statement: [Southern Luzon, hasEthnolinguisticGroup, Mangyan peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mangyan peoples
Context triple: [Southern Luzon, hasEthnolinguisticGroup, Mangyan peoples]
  • A. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • B. Darug people
    The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
  • C. 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.
  • 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. 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.
  • 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: Mangyan peoples
Triple: [Southern Luzon, hasEthnolinguisticGroup, Mangyan peoples]
Generated description
The Mangyan peoples are a collective term for several indigenous ethnolinguistic groups inhabiting the island of Mindoro in the Philippines, known for their distinct languages, scripts, and upland farming traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mangyan peoples
Target entity description: The Mangyan peoples are a collective term for several indigenous ethnolinguistic groups inhabiting the island of Mindoro in the Philippines, known for their distinct languages, scripts, and upland farming traditions.
  • A. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • B. Darug people
    The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
  • C. 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.
  • 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. 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.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a341360819082f2b5496a1a68b0 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb0988a081909f83af0a9da1b1f1 completed March 27, 2026, 6:23 p.m.
NEDg Description generation batch_69c6cd03c56c8190a0e7c69597ab8c83 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdfc23988190a4062abbcc312cb4 completed March 27, 2026, 6:35 p.m.
Created at: March 22, 2026, 4:50 p.m.