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.