Triple
T19241193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bembe |
E481134
|
entity |
| Predicate | neighboringPeoples |
P11274
|
FINISHED |
| Object |
Bembe (Tanzania)
Bembe (Tanzania) are an ethnic group in western Tanzania known for their Bantu language, agrarian lifestyle, and rich musical and ritual traditions.
|
E1365398
|
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: Bembe (Tanzania) | Statement: [Bembe, neighboringPeoples, Bembe (Tanzania)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bembe (Tanzania) Context triple: [Bembe, neighboringPeoples, Bembe (Tanzania)]
-
A.
Mbulu
Mbulu is a local name for the Congo peafowl, a rare and elusive forest-dwelling bird species native to the Congo Basin in Central Africa.
-
B.
Mbulu
Mbulu is an ethnic group in northern Tanzania, more commonly known as the Iraqw people, noted for their Cushitic language and intensive agriculture.
-
C.
Yumbe
Yumbe is a town in northern Uganda that serves as an important local administrative and commercial center near the border with South Sudan.
-
D.
Karonga
Karonga is a town in northern Malawi located on the shores of Lake Malawi, known as a regional transport hub and archaeological site.
-
E.
Maswa
Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
- 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: Bembe (Tanzania) Triple: [Bembe, neighboringPeoples, Bembe (Tanzania)]
Generated description
Bembe (Tanzania) are an ethnic group in western Tanzania known for their Bantu language, agrarian lifestyle, and rich musical and ritual traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bembe (Tanzania) Target entity description: Bembe (Tanzania) are an ethnic group in western Tanzania known for their Bantu language, agrarian lifestyle, and rich musical and ritual traditions.
-
A.
Mbulu
Mbulu is a local name for the Congo peafowl, a rare and elusive forest-dwelling bird species native to the Congo Basin in Central Africa.
-
B.
Mbulu
Mbulu is an ethnic group in northern Tanzania, more commonly known as the Iraqw people, noted for their Cushitic language and intensive agriculture.
-
C.
Yumbe
Yumbe is a town in northern Uganda that serves as an important local administrative and commercial center near the border with South Sudan.
-
D.
Karonga
Karonga is a town in northern Malawi located on the shores of Lake Malawi, known as a regional transport hub and archaeological site.
-
E.
Maswa
Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
- 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5faf14564819085009adf822804ab |
completed | April 20, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0705dc40f08190a9c4d48455343a42 |
completed | May 15, 2026, 11:39 a.m. |
| NEDg | Description generation | batch_6a070651263c8190b33b74f3dfd4a515 |
completed | May 15, 2026, 11:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0706ca714c8190baf78f8fa0e5f002 |
completed | May 15, 2026, 11:43 a.m. |
Created at: April 10, 2026, 1:26 p.m.