Triple
T15978259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nuba peoples |
E387505
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Kadugli people
The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
|
E1554688
|
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: Kadugli people | Statement: [Nuba peoples, hasSubgroup, Kadugli people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kadugli people Context triple: [Nuba peoples, hasSubgroup, Kadugli people]
-
A.
Kembata people
The Kembata people are an indigenous Cushitic-speaking ethnic group of south-central Ethiopia known for their distinct language, terraced agriculture, and rich cultural traditions.
-
B.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
C.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
-
D.
Kipsigis people
The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
-
E.
Dagaaba people
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
- 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: Kadugli people Triple: [Nuba peoples, hasSubgroup, Kadugli people]
Generated description
The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kadugli people Target entity description: The Kadugli people are an ethnic group indigenous to Sudan’s Nuba Mountains, known for their distinct languages, agrarian lifestyle, and rich cultural traditions within the broader Nuba community.
-
A.
Kembata people
The Kembata people are an indigenous Cushitic-speaking ethnic group of south-central Ethiopia known for their distinct language, terraced agriculture, and rich cultural traditions.
-
B.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
C.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
-
D.
Kipsigis people
The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
-
E.
Dagaaba people
The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157521f6c8190a54023b5ee6fc033 |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e768ed481909979120c4c46a74d |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0b9efdb6b48190ba595ec86e24bae8 |
completed | May 18, 2026, 11:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b9fe3dc88819088f23de56ac84062 |
completed | May 18, 2026, 11:25 p.m. |
Created at: April 10, 2026, 4:54 a.m.