Triple
T11575225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mbum languages |
E274485
|
entity |
| Predicate | languageFamilyName |
P35117
|
FINISHED |
| Object | Mbum |
E468664
|
NE FINISHED |
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: Mbum | Statement: [Mbum languages, languageFamilyName, Mbum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbum Context triple: [Mbum languages, languageFamilyName, Mbum]
-
A.
Mbum
chosen
The Mbum are an ethnic group of Central Africa, primarily inhabiting parts of Cameroon’s Adamawa Region and neighboring areas, known for their distinct languages and cultural traditions.
-
B.
Buduma
The Buduma are an indigenous ethnic group living on the islands and shores of Lake Chad, traditionally known as fishermen, cattle herders, and boat builders.
-
C.
Jirapa
Jirapa is a town in Ghana that serves as a local administrative and commercial center in the country’s Upper West Region.
-
D.
Mumuye
The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
-
E.
Blaan
The Blaan are an indigenous ethnolinguistic group in southern Mindanao in the Philippines, known for their rich weaving traditions, brasswork, and distinct cultural practices.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageFamilyName Context triple: [Mbum languages, languageFamilyName, Mbum]
-
A.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
B.
languageFamilyOf
chosen
Indicates that one entity is the language family to which the other entity (a specific language) belongs.
-
C.
languageFamilyNamedAfter
Indicates that a language family is named after a particular entity (such as a place, people, or language).
-
D.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
E.
languageFamilyAssociation
Indicates an association where one entity belongs to, is classified under, or is related to a particular language family.
- F. None of above.
Provenance (4 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713e49f508190b9bad316d68eab42 |
completed | April 21, 2026, 6:06 a.m. |
| PD | Predicate disambiguation | batch_69d85dcbacd0819094d4a1237055affa |
completed | April 10, 2026, 2:17 a.m. |
Created at: April 8, 2026, 9:38 p.m.