Triple
T21917145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamileke languages |
E541208
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Bandjoun language
The Bandjoun language is a Grassfields Bantu language spoken by the Bandjoun people of western Cameroon, forming part of the broader Bamileke linguistic group.
|
E1508090
|
NE FINISHED |
How this triple was built (4 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: Bandjoun language | Statement: [Bamileke languages, hasMember, Bandjoun language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bandjoun language Context triple: [Bamileke languages, hasMember, Bandjoun language]
-
A.
Saliba language
The Saliba language is an Oceanic language spoken in Papua New Guinea, particularly in the Milne Bay Province, and is known for its role in local maritime and village communication.
-
B.
Bitama language
The Bitama language is a lesser-known Nilo-Saharan language spoken by a subgroup of the Kunama people in the Horn of Africa.
-
C.
Ngbandi language
The Ngbandi language is a Central Sudanic language spoken primarily in the Central African Republic and the Democratic Republic of the Congo, known for being the linguistic source of the trade language Sango.
-
D.
Giabal language
The Giabal language is an extinct Australian Aboriginal language once spoken by the Giabal people of Queensland.
-
E.
Murle language
The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bandjoun language Triple: [Bamileke languages, hasMember, Bandjoun language]
Generated description
The Bandjoun language is a Grassfields Bantu language spoken by the Bandjoun people of western Cameroon, forming part of the broader Bamileke linguistic group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bandjoun language Target entity description: The Bandjoun language is a Grassfields Bantu language spoken by the Bandjoun people of western Cameroon, forming part of the broader Bamileke linguistic group.
-
A.
Saliba language
The Saliba language is an Oceanic language spoken in Papua New Guinea, particularly in the Milne Bay Province, and is known for its role in local maritime and village communication.
-
B.
Bitama language
The Bitama language is a lesser-known Nilo-Saharan language spoken by a subgroup of the Kunama people in the Horn of Africa.
-
C.
Ngbandi language
The Ngbandi language is a Central Sudanic language spoken primarily in the Central African Republic and the Democratic Republic of the Congo, known for being the linguistic source of the trade language Sango.
-
D.
Giabal language
The Giabal language is an extinct Australian Aboriginal language once spoken by the Giabal people of Queensland.
-
E.
Murle language
The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
- F. None of above. chosen
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a5a13f09c819088b50585423a1835 |
completed | May 18, 2026, 12:15 a.m. |
| NEDg | Description generation | batch_6a0a5a967d28819084a37207e17d4f68 |
completed | May 18, 2026, 12:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5b24f6708190bfe903dceb0e9210 |
completed | May 18, 2026, 12:19 a.m. |
Created at: April 16, 2026, 7:43 p.m.