Triple
T10060261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Teda language |
E208969
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | northern Toubou |
E39037
|
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: northern Toubou | Statement: [Teda language, spokenBy, northern Toubou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Toubou Context triple: [Teda language, spokenBy, northern Toubou]
-
A.
Toubou people
The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
-
B.
Tuareg
The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
-
C.
Toubou
chosen
Toubou are a traditionally nomadic Saharan ethnic group primarily inhabiting northern Chad, southern Libya, and surrounding regions.
-
D.
Nuba peoples
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
-
E.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
- 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_69ca836094408190a36a1ea7e9a86fcd |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcfd0d23081909510785ef8a186a3 |
completed | April 2, 2026, 2:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a6779348190ab8db058fb6e5ce1 |
completed | April 5, 2026, 5:22 p.m. |
Created at: March 30, 2026, 8:57 p.m.