Triple
T10650358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kololo language |
E250950
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Kololo people
The Kololo people are a historical Sotho-Tswana group from southern Africa known for their 19th-century migrations and political influence in regions of present-day Zambia and Botswana.
|
E1021680
|
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: Kololo people | Statement: [Kololo language, spokenBy, Kololo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kololo people Context triple: [Kololo language, spokenBy, Kololo people]
-
A.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
B.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
-
C.
Marakwet people
The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
-
D.
Achagua people
The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
-
E.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
- 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: Kololo people Triple: [Kololo language, spokenBy, Kololo people]
Generated description
The Kololo people are a historical Sotho-Tswana group from southern Africa known for their 19th-century migrations and political influence in regions of present-day Zambia and Botswana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kololo people Target entity description: The Kololo people are a historical Sotho-Tswana group from southern Africa known for their 19th-century migrations and political influence in regions of present-day Zambia and Botswana.
-
A.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
B.
Ngamo people
The Ngamo people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and cultural traditions.
-
C.
Marakwet people
The Marakwet people are a Kalenjin ethnic group from Kenya’s Rift Valley, known for their terraced agriculture, rich oral traditions, and distinctive cultural practices.
-
D.
Achagua people
The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
-
E.
Mbanderu people
The Mbanderu people are a Bantu-speaking ethnic group of southern Africa, closely related to the Herero and historically present in Namibia and Botswana.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfe4b97081908815b77612222318 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e2527570819092314ee0a678e53c |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e32bf5508190b4dc58971f8f64d0 |
completed | May 3, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e40a13c8819084daf9b77b46a181 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 8, 2026, 9:06 p.m.