Triple
T6106129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamenda |
E136120
|
entity |
| Predicate | culturalGroup |
P1968
|
FINISHED |
| Object |
Grassfields peoples
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
|
E568528
|
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: Grassfields peoples | Statement: [Bamenda, culturalGroup, Grassfields peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grassfields peoples Context triple: [Bamenda, culturalGroup, Grassfields peoples]
-
A.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
B.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
C.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
D.
Semendo people
The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
-
E.
Nuba peoples
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
- 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: Grassfields peoples Triple: [Bamenda, culturalGroup, Grassfields peoples]
Generated description
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grassfields peoples Target entity description: The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
-
A.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
B.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
C.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
D.
Semendo people
The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
-
E.
Nuba peoples
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
- 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_69c0087dee9881909e3655be88208c01 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b7ee8b48190b87f5ec8a46d6e2d |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1255759f48190a6aadf33406dcb49 |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c1275910108190a0a5f458a468c292 |
completed | March 23, 2026, 11:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c127b831d081909436a62e002d1fa5 |
completed | March 23, 2026, 11:44 a.m. |
Created at: March 22, 2026, 4:13 p.m.