Triple
T11093533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bongo–Bagirmi languages |
E262314
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Sara peoples |
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 peoples | Statement: [Bongo–Bagirmi languages, usedBy, Sara peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sara peoples Context triple: [Bongo–Bagirmi languages, usedBy, Sara peoples]
-
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.
Senhadja de Srair people
The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
-
C.
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.
-
D.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
E.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
Created at: April 8, 2026, 9:27 p.m.