Triple

T11424259
Position Surface form Disambiguated ID Type / Status
Subject Moru–Madi languages E270703 entity
Predicate usedBy P260 FINISHED
Object Aringa people
The Aringa people are an ethnic group of northwestern Uganda, culturally related to neighboring Nilotic and Central Sudanic communities and known for their distinct language and traditions.
E1146875 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: Aringa people | Statement: [Moru–Madi languages, usedBy, Aringa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aringa people
Context triple: [Moru–Madi languages, usedBy, Aringa people]
  • A. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • B. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • C. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • D. 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.
  • E. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • 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: Aringa people
Triple: [Moru–Madi languages, usedBy, Aringa people]
Generated description
The Aringa people are an ethnic group of northwestern Uganda, culturally related to neighboring Nilotic and Central Sudanic communities and known for their distinct language and traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aringa people
Target entity description: The Aringa people are an ethnic group of northwestern Uganda, culturally related to neighboring Nilotic and Central Sudanic communities and known for their distinct language and traditions.
  • A. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • B. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • C. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • D. 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.
  • E. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • 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_69d6aadeef688190874bcecd88b3dd9b completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d806be9c2c819084da13101cbb6c81 completed April 9, 2026, 8:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5da6a2081909dcc9785598e1196 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6b1a29481908c5c945ef801468d completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee7b5e3f0819091246455e239996a completed May 9, 2026, 7:52 a.m.
Created at: April 8, 2026, 9:35 p.m.