Triple
T6640175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grassfields languages |
E150566
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Bamun language group
The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
|
E608322
|
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: Bamun language group | Statement: [Grassfields languages, hasSubgroup, Bamun language group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamun language group Context triple: [Grassfields languages, hasSubgroup, Bamun language group]
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Mbum languages
The Mbum languages are a group of closely related Niger-Congo languages spoken primarily in parts of Cameroon, the Central African Republic, and Chad.
-
C.
Semnani languages
Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
-
D.
Chumashan languages
The Chumashan languages are a small family of closely related, now mostly extinct Native American languages once spoken along the central and southern California coast by the Chumash people.
-
E.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
- 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: Bamun language group Triple: [Grassfields languages, hasSubgroup, Bamun language group]
Generated description
The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamun language group Target entity description: The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
-
A.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
B.
Mbum languages
The Mbum languages are a group of closely related Niger-Congo languages spoken primarily in parts of Cameroon, the Central African Republic, and Chad.
-
C.
Semnani languages
Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
-
D.
Chumashan languages
The Chumashan languages are a small family of closely related, now mostly extinct Native American languages once spoken along the central and southern California coast by the Chumash people.
-
E.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
- 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_69c687f0ceb08190bf40807bfc605fa5 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6aff1fe8081908c32db341b0fb354 |
completed | March 27, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e455edb88190983f74f39e55665c |
completed | March 27, 2026, 8:11 p.m. |
| NEDg | Description generation | batch_69c6e8584bd08190bb45747aca6e9327 |
completed | March 27, 2026, 8:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6e8dcc9bc819099ba39f67677195b |
completed | March 27, 2026, 8:30 p.m. |
Created at: March 27, 2026, 2 p.m.