Triple

T10489466
Position Surface form Disambiguated ID Type / Status
Subject Masalit people E247375 entity
Predicate partOf P40 FINISHED
Object Maban-speaking peoples
The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
E867081 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: Maban-speaking peoples | Statement: [Masalit people, partOf, Maban-speaking peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maban-speaking peoples
Context triple: [Masalit people, partOf, Maban-speaking peoples]
  • A. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • B. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • C. Malgana people
    The Malgana people are an Aboriginal Australian group whose ancestral lands encompass the Shark Bay region of Western Australia, with a rich maritime culture and deep connections to the coastal environment.
  • D. Coreguaje people
    The Coreguaje people are an Indigenous group of the Colombian Amazon, known for their distinct language, traditional forest-based livelihoods, and rich spiritual and cultural practices.
  • E. Tagbanwa people
    The Tagbanwa people are an indigenous ethnic group of the Philippines known for their ancient syllabic script, animist beliefs, and traditional livelihoods centered on fishing and swidden agriculture, primarily in Palawan.
  • 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: Maban-speaking peoples
Triple: [Masalit people, partOf, Maban-speaking peoples]
Generated description
The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maban-speaking peoples
Target entity description: The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
  • A. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • B. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • C. Malgana people
    The Malgana people are an Aboriginal Australian group whose ancestral lands encompass the Shark Bay region of Western Australia, with a rich maritime culture and deep connections to the coastal environment.
  • D. Coreguaje people
    The Coreguaje people are an Indigenous group of the Colombian Amazon, known for their distinct language, traditional forest-based livelihoods, and rich spiritual and cultural practices.
  • E. Tagbanwa people
    The Tagbanwa people are an indigenous ethnic group of the Philippines known for their ancient syllabic script, animist beliefs, and traditional livelihoods centered on fishing and swidden agriculture, primarily in Palawan.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ca5c081908b47a08ca7885650 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.