Triple

T4606406
Position Surface form Disambiguated ID Type / Status
Subject Lumad E100447 entity
Predicate includes P1393 FINISHED
Object Higaonon people
The Higaonon people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
E271094 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, includes, Higaonon people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higaonon people
Context triple: [Lumad, includes, 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. Kanembu people
    The Kanembu people are a Saharan ethnic group primarily inhabiting western Chad, historically linked to the Kanem-Bornu Empire and known for their role in trans-Saharan trade and Islamic scholarship.
  • C. Kwaio people
    The Kwaio people are an indigenous Melanesian ethnic group of central Malaita in the Solomon Islands, known for their rugged mountain settlements and strong adherence to traditional ancestral religion and customs.
  • D. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • 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, includes, Higaonon people]
Generated description
The Higaonon people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
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 ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
  • 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. Kanembu people
    The Kanembu people are a Saharan ethnic group primarily inhabiting western Chad, historically linked to the Kanem-Bornu Empire and known for their role in trans-Saharan trade and Islamic scholarship.
  • C. Kwaio people
    The Kwaio people are an indigenous Melanesian ethnic group of central Malaita in the Solomon Islands, known for their rugged mountain settlements and strong adherence to traditional ancestral religion and customs.
  • D. Subanen people chosen
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • F. None of above.

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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599c50d08190ab226cd0691e29f9 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39939efc8190a3f49e1315f35782 completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3adc766c8190ae5cbe5be14b720a completed March 21, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69be3b645aac8190a6765f0679dd3735 completed March 21, 2026, 6:32 a.m.
Created at: March 20, 2026, 1:12 p.m.