Triple
T8938160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kufra region |
E212829
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Toubou people |
E230353
|
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: Toubou people | Statement: [Kufra region, ethnicGroup, Toubou people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toubou people Context triple: [Kufra region, ethnicGroup, Toubou people]
-
A.
Toubou people
chosen
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.
Saho people
The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
-
C.
Bugotu people
The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
-
D.
Kaxabu people
The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
-
E.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
- 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_69ca839694c88190b324ffeb43d23b08 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc66b57a348190979effe4f9998eb7 |
completed | April 1, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d55585857c8190a4e4626a92197232 |
completed | April 7, 2026, 7:05 p.m. |
Created at: March 30, 2026, 6:58 p.m.