Triple
T14010472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle Belt peoples of Nigeria |
E337063
|
entity |
| Predicate | spokenLanguagesFamily |
P1047
|
FINISHED |
| Object | Plateau languages |
E286627
|
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: Plateau languages | Statement: [Middle Belt peoples of Nigeria, spokenLanguagesFamily, Plateau languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plateau languages Context triple: [Middle Belt peoples of Nigeria, spokenLanguagesFamily, Plateau languages]
-
A.
Plateau languages
chosen
Plateau languages are a diverse group of Benue–Congo languages spoken primarily in central Nigeria, known for their significant linguistic variation and complex noun class systems.
-
B.
Qiangic languages
Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
-
C.
Tamangic languages
Tamangic languages are a subgroup of the Tibeto-Burman language family spoken primarily by Tamang and related ethnic communities in Nepal and surrounding Himalayan regions.
-
D.
Cross-River languages
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
-
E.
Palaungic languages
Palaungic languages are a branch of the Austroasiatic language family spoken primarily by Palaung and related ethnic groups in parts of Myanmar, China, Laos, Thailand, and Vietnam.
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2ed5cfd0819085b9c860b119a9de |
completed | April 14, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbaca7bbd88190a377d3b74f3d6224 |
completed | May 6, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:19 p.m.