Triple
T11166879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sangu (Bantu language) |
E264181
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Sangu people
The Sangu people are a Bantu-speaking ethnic group of East Africa, traditionally known for cattle herding and distinctive cultural practices.
|
E1091141
|
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: Sangu people | Statement: [Sangu (Bantu language), ethnicGroup, Sangu people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sangu people Context triple: [Sangu (Bantu language), ethnicGroup, Sangu people]
-
A.
Suba people
The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
-
B.
Warji people
The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
-
C.
Murle people
The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
-
D.
Bagirmi people
The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
-
E.
Nyimang people
The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
- 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: Sangu people Triple: [Sangu (Bantu language), ethnicGroup, Sangu people]
Generated description
The Sangu people are a Bantu-speaking ethnic group of East Africa, traditionally known for cattle herding and distinctive cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sangu people Target entity description: The Sangu people are a Bantu-speaking ethnic group of East Africa, traditionally known for cattle herding and distinctive cultural practices.
-
A.
Suba people
The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
-
B.
Warji people
The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
-
C.
Murle people
The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
-
D.
Bagirmi people
The Bagirmi people are an ethnic group of central Africa, primarily in Chad, known for their historical sultanate and distinct cultural and linguistic heritage within the Bongo–Bagirmi language family.
-
E.
Nyimang people
The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e88843cc81909e503f0921c6d297 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3cf630a8819094455fc45a815b83 |
completed | May 8, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69fd3e8a8d9c819097f9f703c9ed9444 |
completed | May 8, 2026, 1:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3ef0b7bc819096ff62df4acbefb4 |
completed | May 8, 2026, 1:40 a.m. |
Created at: April 8, 2026, 9:29 p.m.