Triple

T8758186
Position Surface form Disambiguated ID Type / Status
Subject Ikpeng language E208124 entity
Predicate spokenBy P2181 FINISHED
Object Ikpeng people
The Ikpeng people are an Indigenous group of the Brazilian Amazon, known for their distinct culture, traditional lifeways, and unique Cariban language.
 E838221 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: Ikpeng people | Statement: [Ikpeng language, spokenBy, Ikpeng people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ikpeng people
Context triple: [Ikpeng language, spokenBy, Ikpeng people]
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • E. Duri people
    The Duri people are an ethnic group from South Sulawesi, Indonesia, known for their distinct Austronesian language and local 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: Ikpeng people
Triple: [Ikpeng language, spokenBy, Ikpeng people]
Generated description
The Ikpeng people are an Indigenous group of the Brazilian Amazon, known for their distinct culture, traditional lifeways, and unique Cariban language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ikpeng people
Target entity description: The Ikpeng people are an Indigenous group of the Brazilian Amazon, known for their distinct culture, traditional lifeways, and unique Cariban language.
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Kuki people
    The Kuki people are an indigenous ethnic group of Northeast India and surrounding regions, known for their Tibeto-Burman language, distinct clan-based social structure, and rich traditions in music, dance, and oral history.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • E. Duri people
    The Duri people are an ethnic group from South Sulawesi, Indonesia, known for their distinct Austronesian language and local 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddc2d9c81908948aee2b956cce4 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69d29964080881909fd07de536667fbd completed April 5, 2026, 5:18 p.m.
NEDg Description generation batch_69d29b28f48081909f7e0487800ebe52 completed April 5, 2026, 5:26 p.m.
NED2 Entity disambiguation (via description) batch_69d29be3713c819089843c4ec2be93f1 completed April 5, 2026, 5:29 p.m.
Created at: March 30, 2026, 6:40 p.m.