Triple
T22720362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guan peoples |
E561841
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Nchumuru
Nchumuru are an ethnic group in Ghana belonging to the larger Guan peoples, known for their distinct language and cultural traditions.
|
E1551306
|
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: Nchumuru | Statement: [Guan peoples, subgroup, Nchumuru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nchumuru Context triple: [Guan peoples, subgroup, Nchumuru]
-
A.
Chindau
Chindau is a Bantu language spoken primarily by the Ndau people in parts of Mozambique and Zimbabwe.
-
B.
Chitimukulu
Chitimukulu is the paramount chief and spiritual leader of the Bemba people of Zambia, occupying one of the country’s most influential traditional chieftaincy positions.
-
C.
Chirumanzu
Chirumanzu is a town in central Zimbabwe that serves as one of the key local centers within the Midlands Province.
-
D.
Machanguana
Machanguana is the surname of Clarisse Machanguana, a notable Mozambican professional basketball player.
-
E.
Chilula
Chilula is an extinct Athabaskan language once spoken by an Indigenous people of northwestern California along the lower Redwood Creek area.
- 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: Nchumuru Triple: [Guan peoples, subgroup, Nchumuru]
Generated description
Nchumuru are an ethnic group in Ghana belonging to the larger Guan peoples, known for their distinct language and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nchumuru Target entity description: Nchumuru are an ethnic group in Ghana belonging to the larger Guan peoples, known for their distinct language and cultural traditions.
-
A.
Chindau
Chindau is a Bantu language spoken primarily by the Ndau people in parts of Mozambique and Zimbabwe.
-
B.
Chitimukulu
Chitimukulu is the paramount chief and spiritual leader of the Bemba people of Zambia, occupying one of the country’s most influential traditional chieftaincy positions.
-
C.
Chirumanzu
Chirumanzu is a town in central Zimbabwe that serves as one of the key local centers within the Midlands Province.
-
D.
Machanguana
Machanguana is the surname of Clarisse Machanguana, a notable Mozambican professional basketball player.
-
E.
Chilula
Chilula is an extinct Athabaskan language once spoken by an Indigenous people of northwestern California along the lower Redwood Creek area.
- 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17910deb48190b38174e16868f3dd |
completed | April 29, 2026, 3:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b8fc068b88190bab73ab42e12a43b |
completed | May 18, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_6a0b90addad481909a69601ed3d50622 |
completed | May 18, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b9118ebd48190adf5e7fd47408dc7 |
completed | May 18, 2026, 10:22 p.m. |
Created at: April 17, 2026, 3:19 p.m.