Triple

T4639054
Position Surface form Disambiguated ID Type / Status
Subject Maguindanaon E101606 entity
Predicate neighboringGroup P5965 FINISHED
Object Lumad peoples
The Lumad peoples are a diverse group of non-Muslim, non-Christian indigenous communities in Mindanao in the southern Philippines, known for their distinct languages, cultures, and ancestral land rights struggles.
 E456777 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: Lumad peoples | Statement: [Maguindanaon, neighboringGroup, Lumad peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lumad peoples
Context triple: [Maguindanaon, neighboringGroup, Lumad peoples]
  • A. Kayapó people
    The Kayapó people are an Indigenous group of the Brazilian Amazon known for their vibrant body paint, elaborate headdresses, and prominent activism in defense of their rainforest territories and rights.
  • B. Xingu peoples
    The Xingu peoples are a group of culturally diverse Indigenous communities living in the Upper Xingu region of Brazil’s Amazon basin, known for their complex social systems, ritual life, and environmental stewardship.
  • C. Tsimané people
    The Tsimané people are an indigenous group of forager-horticulturalists in the Bolivian Amazon known for their traditional lifestyle, rich ecological knowledge, and exceptional cardiovascular health documented in scientific studies.
  • D. Tikuna people
    The Tikuna people are an Indigenous group of the western Amazon, primarily in Colombia, Brazil, and Peru, known for their distinct language, rich ceremonial traditions, and close relationship with riverine forest environments.
  • E. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • 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: Lumad peoples
Triple: [Maguindanaon, neighboringGroup, Lumad peoples]
Generated description
The Lumad peoples are a diverse group of non-Muslim, non-Christian indigenous communities in Mindanao in the southern Philippines, known for their distinct languages, cultures, and ancestral land rights struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lumad peoples
Target entity description: The Lumad peoples are a diverse group of non-Muslim, non-Christian indigenous communities in Mindanao in the southern Philippines, known for their distinct languages, cultures, and ancestral land rights struggles.
  • A. Kayapó people
    The Kayapó people are an Indigenous group of the Brazilian Amazon known for their vibrant body paint, elaborate headdresses, and prominent activism in defense of their rainforest territories and rights.
  • B. Xingu peoples
    The Xingu peoples are a group of culturally diverse Indigenous communities living in the Upper Xingu region of Brazil’s Amazon basin, known for their complex social systems, ritual life, and environmental stewardship.
  • C. Tsimané people
    The Tsimané people are an indigenous group of forager-horticulturalists in the Bolivian Amazon known for their traditional lifestyle, rich ecological knowledge, and exceptional cardiovascular health documented in scientific studies.
  • D. Tikuna people
    The Tikuna people are an Indigenous group of the western Amazon, primarily in Colombia, Brazil, and Peru, known for their distinct language, rich ceremonial traditions, and close relationship with riverine forest environments.
  • E. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a8e0ee88190becab97d2ef1571a completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfacf3cb08190a080e5ed1063902f completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfb70b9d48190a32c5cc753c45aab completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc54e194819080b1eb5b9f0dfe9e completed March 21, 2026, 2:03 a.m.
Created at: March 20, 2026, 1:13 p.m.