Triple

T7660783
Position Surface form Disambiguated ID Type / Status
Subject Pengo E173498 entity
Predicate spokenBy P2181 FINISHED
Object Pengo people
The Pengo people are an indigenous ethnic group of central India, primarily in Odisha and Andhra Pradesh, known for their Dravidian language and distinct tribal cultural traditions.
E691858 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: Pengo people | Statement: [Pengo, spokenBy, Pengo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pengo people
Context triple: [Pengo, spokenBy, Pengo people]
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • C. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • D. Pedi people
    The Pedi people are a Bantu-speaking ethnic group of South Africa, primarily found in Limpopo Province, known for their rich chieftaincy traditions, distinctive music and dance, and historical Pedi kingdom.
  • E. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • 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: Pengo people
Triple: [Pengo, spokenBy, Pengo people]
Generated description
The Pengo people are an indigenous ethnic group of central India, primarily in Odisha and Andhra Pradesh, known for their Dravidian language and distinct tribal cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pengo people
Target entity description: The Pengo people are an indigenous ethnic group of central India, primarily in Odisha and Andhra Pradesh, known for their Dravidian language and distinct tribal cultural traditions.
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • C. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • D. Pedi people
    The Pedi people are a Bantu-speaking ethnic group of South Africa, primarily found in Limpopo Province, known for their rich chieftaincy traditions, distinctive music and dance, and historical Pedi kingdom.
  • E. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701a47a5c8190867e39f552c86787 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9c2e6b2e88190be579a15109d4f82 completed March 30, 2026, 12:25 a.m.
NEDg Description generation batch_69c9c335e21c8190b6d9d2231edb1d62 completed March 30, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69c9c386625c8190ad4cf783b1c91ff9 completed March 30, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:59 p.m.