Triple
T19847698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tika Kunama |
E476912
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Nilo-Saharan languages (proposed) |
—
|
NE NERFINISHED |
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: Nilo-Saharan languages (proposed) | Statement: [Tika Kunama, languageFamily, Nilo-Saharan languages (proposed)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan languages (proposed) Context triple: [Tika Kunama, languageFamily, Nilo-Saharan languages (proposed)]
-
A.
Nilo-Saharan languages
chosen
Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
-
B.
Chumashan languages (proposed)
Chumashan languages (proposed) refers to a hypothesized Native American language family of coastal California, suggested to include Chumashan and possibly Salinan in a larger genetic grouping.
-
C.
Kordofanian languages
Kordofanian languages are a group of Niger-Congo languages spoken primarily by various ethnic communities in the Nuba Mountains region of central Sudan.
-
D.
Chadic languages
The Chadic languages are a branch of the Afroasiatic language family spoken primarily around Lake Chad in countries such as Nigeria, Chad, Cameroon, and Niger, and include major languages like Hausa.
-
E.
The Nilo-Saharan Languages: A Comparative Essay
The Nilo-Saharan Languages: A Comparative Essay is a major linguistic study by Lionel Bender that analyzes and compares the languages traditionally grouped under the Nilo-Saharan family in Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e51d39d081909bcfafeaaf3d2fcc |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6580ba4948190a3260f23d011cc36 |
completed | April 20, 2026, 4:44 p.m. |
Created at: April 10, 2026, 1:51 p.m.