Triple

T11926598
Position Surface form Disambiguated ID Type / Status
Subject Chibchan peoples E283799 entity
Predicate hasPart P35 FINISHED
Object Maleku people
The Maleku people are an Indigenous group of northern Costa Rica known for their Chibchan language, rich rainforest-based culture, and ongoing efforts to preserve their ancestral traditions and territory.
 E955413 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: Maleku people | Statement: [Chibchan peoples, hasPart, Maleku people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maleku people
Context triple: [Chibchan peoples, hasPart, Maleku people]
  • A. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • B. Maleng people
    The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • E. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • 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: Maleku people
Triple: [Chibchan peoples, hasPart, Maleku people]
Generated description
The Maleku people are an Indigenous group of northern Costa Rica known for their Chibchan language, rich rainforest-based culture, and ongoing efforts to preserve their ancestral traditions and territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maleku people
Target entity description: The Maleku people are an Indigenous group of northern Costa Rica known for their Chibchan language, rich rainforest-based culture, and ongoing efforts to preserve their ancestral traditions and territory.
  • A. Marakwet people
    The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
  • B. Maleng people
    The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • E. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e8e3ff308190851ce656286bc67e completed April 10, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440525e9881909b21df139d97d986 completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
Created at: April 8, 2026, 9:45 p.m.