Triple

T11575116
Position Surface form Disambiguated ID Type / Status
Subject Sango language E274482 entity
Predicate spokenBy P2181 FINISHED
Object Sango people
The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
E1155453 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: Sango people | Statement: [Sango language, spokenBy, Sango people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sango people
Context triple: [Sango language, spokenBy, Sango people]
  • A. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • B. Ewondo people
    The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
  • C. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • D. Bongo people
    The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
  • E. Nengone people
    The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
  • 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: Sango people
Triple: [Sango language, spokenBy, Sango people]
Generated description
The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sango people
Target entity description: The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
  • A. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • B. Ewondo people
    The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
  • C. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • D. Bongo people
    The Bongo people are an ethnic group of South Sudan, traditionally agriculturalists and hunters, known for their distinct culture and language within the Bongo–Bagirmi branch.
  • E. Nengone people
    The Nengone people are an indigenous Melanesian community of New Caledonia, primarily inhabiting Maré Island and known for their distinct Austronesian language and rich customary traditions.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a5a733c819090a6710ab990c38d completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1afa99888190bfb60fd88d840d4e completed May 9, 2026, 11:31 a.m.
NED2 Entity disambiguation (via description) batch_69ff1bde8914819087d5d2ac88de34aa completed May 9, 2026, 11:34 a.m.
Created at: April 8, 2026, 9:38 p.m.