Triple
T21917140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamileke languages |
E541208
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Mmuock language |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mmuock language | Statement: [Bamileke languages, hasMember, Mmuock language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mmuock language Context triple: [Bamileke languages, hasMember, Mmuock language]
-
A.
Momo languages
Momo languages are a small subgroup of Bantoid languages spoken in western Cameroon, closely related to other Grassfields languages.
-
B.
Hmu language
The Hmu language is a Hmong-Mien language spoken primarily by the Miao people in parts of southern China.
-
C.
Mumuye language
The Mumuye language is a Niger-Congo language spoken primarily by the Mumuye people in northeastern Nigeria.
-
D.
Munji language
The Munji language is an Eastern Iranian language spoken by the Munji people in Afghanistan’s remote Munjan Valley, closely related to the Yidgha language of Pakistan.
-
E.
Mon language
Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mmuock language Target entity description: The Mmuock language is a Grassfields Bantu language spoken by the Mmuock people of western Cameroon, forming part of the broader Bamileke linguistic group.
-
A.
Momo languages
Momo languages are a small subgroup of Bantoid languages spoken in western Cameroon, closely related to other Grassfields languages.
-
B.
Hmu language
The Hmu language is a Hmong-Mien language spoken primarily by the Miao people in parts of southern China.
-
C.
Mumuye language
The Mumuye language is a Niger-Congo language spoken primarily by the Mumuye people in northeastern Nigeria.
-
D.
Munji language
The Munji language is an Eastern Iranian language spoken by the Munji people in Afghanistan’s remote Munjan Valley, closely related to the Yidgha language of Pakistan.
-
E.
Mon language
Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
- F. None of above. chosen
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_69e0c47c4b9c8190a5586a75f5f36453 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1233858308190a877d8015db4d380 |
completed | April 28, 2026, 9:14 p.m. |
Created at: April 16, 2026, 7:43 p.m.