Triple

T18682795
Position Surface form Disambiguated ID Type / Status
Subject Lumad peoples E456777 entity
Predicate ethnicGroup P194 FINISHED
Object Higaonon people
The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
E1520745 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: Higaonon people | Statement: [Lumad peoples, ethnicGroup, Higaonon people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higaonon people
Context triple: [Lumad peoples, ethnicGroup, Higaonon people]
  • A. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • B. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • C. Kalao people
    The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
  • D. Mangaian people
    The Mangaian people are an indigenous Polynesian community native to Mangaia in the Cook Islands, known for their distinct culture, language, and traditional social structures.
  • E. Akawaio people
    The Akawaio people are an Indigenous group of the Guiana Highlands in Guyana, Venezuela, and Brazil, traditionally living in rainforest and riverine environments and maintaining a distinct culture, language, and subsistence lifestyle.
  • 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: Higaonon people
Triple: [Lumad peoples, ethnicGroup, Higaonon people]
Generated description
The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higaonon people
Target entity description: The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
  • A. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • B. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • C. Kalao people
    The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
  • D. Mangaian people
    The Mangaian people are an indigenous Polynesian community native to Mangaia in the Cook Islands, known for their distinct culture, language, and traditional social structures.
  • E. Akawaio people
    The Akawaio people are an Indigenous group of the Guiana Highlands in Guyana, Venezuela, and Brazil, traditionally living in rainforest and riverine environments and maintaining a distinct culture, language, and subsistence lifestyle.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55b2abf3c8190958c03066b5814af completed April 19, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f01d6e4819096dcf105cf48bee6 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a9374c1508190bd4d51b52fa55ede completed May 18, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0a93f3f8348190b9040d1c5cbc5a18 completed May 18, 2026, 4:22 a.m.
Created at: April 10, 2026, 11:49 a.m.