Triple
T11856811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Central Sudanic languages |
E282059
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object | Sara people |
E384963
|
NE FINISHED |
How this triple was built (2 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: Sara people | Statement: [West Central Sudanic languages, areSpokenBy, Sara people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sara people Context triple: [West Central Sudanic languages, areSpokenBy, Sara people]
-
A.
Sara people
chosen
The Sara people are a major ethnic group of Central Africa, primarily inhabiting southern Chad and parts of neighboring countries, known for their agricultural traditions and significant cultural and political influence in the region.
-
B.
Saro people
The Saro people were a community of repatriated Yoruba and other West Africans, many of them freed slaves from Sierra Leone, who settled in 19th-century Nigeria and became influential in commerce, Christianity, and Western education.
-
C.
Yali people
The Yali people are an indigenous Papuan ethnic group of the central highlands of Indonesian New Guinea, known for their traditional stone-age farming practices, distinctive dress, and remote mountain settlements.
-
D.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
E.
Benadiri people
The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a699089c8190b7a298baf13dcded |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f167d9b9e8819093582637941fc5ca |
completed | April 29, 2026, 2:07 a.m. |
Created at: April 8, 2026, 9:43 p.m.