Triple

T3209382
Position Surface form Disambiguated ID Type / Status
Subject North East Nigeria E67241 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Margi people
The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
E366626 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: Margi people | Statement: [North East Nigeria, hasEthnicGroup, Margi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margi people
Context triple: [North East Nigeria, hasEthnicGroup, Margi 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. 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.
  • C. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • 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: Margi people
Triple: [North East Nigeria, hasEthnicGroup, Margi people]
Generated description
The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margi people
Target entity description: The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • 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. 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.
  • C. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • D. Huli people
    The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
  • E. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • 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_69ad858ac36c81909962589cd277d6e2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaab701c48190b91404ab416f7ce3 completed March 8, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38babb044819098f887ac4fb0bab2 completed March 13, 2026, 3:59 a.m.
NEDg Description generation batch_69b38c9f4a088190873eeb5cd06597ea completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38ceb64b881908e2ba9a129ff4cc9 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:07 p.m.