Triple

T9269406
Position Surface form Disambiguated ID Type / Status
Subject Goemai E222784 entity
Predicate spokenBy P2181 FINISHED
Object Goemai people
The Goemai people are an ethnic group primarily residing in central Nigeria, known for their distinct Chadic language and rich cultural traditions.
 E885325 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: Goemai people | Statement: [Goemai, spokenBy, Goemai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goemai people
Context triple: [Goemai, spokenBy, Goemai people]
  • A. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • B. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • C. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • D. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • E. Khoe peoples
    Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
  • 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: Goemai people
Triple: [Goemai, spokenBy, Goemai people]
Generated description
The Goemai people are an ethnic group primarily residing in central Nigeria, known for their distinct Chadic language and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goemai people
Target entity description: The Goemai people are an ethnic group primarily residing in central Nigeria, known for their distinct Chadic language and rich cultural traditions.
  • A. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • B. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • C. Bayei people
    The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
  • D. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • E. Khoe peoples
    Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69de54a30b748190bb791078e9dde442 completed April 14, 2026, 2:52 p.m.
NEDg Description generation batch_69de5952f6c48190abd3b87372d54f58 completed April 14, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69de5ed49c9c8190a4085407f88d7a05 completed April 14, 2026, 3:35 p.m.
Created at: March 30, 2026, 7:33 p.m.