Triple
T10875854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nilotic peoples |
E256796
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object |
Nilo-Saharan peoples
Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
|
E256796
|
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: Nilo-Saharan peoples | Statement: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan peoples Context triple: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
-
A.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
B.
Nilo-Saharan languages
Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
-
C.
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.
-
D.
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.
-
E.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
- 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: Nilo-Saharan peoples Triple: [Nilotic peoples, subclassOf, Nilo-Saharan peoples]
Generated description
Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nilo-Saharan peoples Target entity description: Nilo-Saharan peoples are a diverse group of ethnolinguistic communities across central and northeastern Africa who speak languages of the proposed Nilo-Saharan family and share various cultural and historical ties.
-
A.
Nilotic peoples
chosen
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
B.
Nilo-Saharan languages
Nilo-Saharan languages are a proposed large and diverse family of African languages spoken mainly along the Nile Valley and across parts of central and eastern Africa.
-
C.
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.
-
D.
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.
-
E.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
- F. None of above.
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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751ac901881909938cabe4d21bdbf |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7ddafc48190824c133bb33b9efe |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e0026fda3c8190b60174b252d57e12 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e00581fde08190b28b8dde4a21d59e |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.