Triple
T11093522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bongo–Bagirmi languages |
E262314
|
entity |
| Predicate | arealGrouping |
P5147
|
FINISHED |
| Object |
Sudanic belt
The Sudanic belt is a broad linguistic and cultural zone across central Africa characterized by a continuum of languages and shared historical interactions between diverse ethnic groups.
|
E905400
|
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: Sudanic belt | Statement: [Bongo–Bagirmi languages, arealGrouping, Sudanic belt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sudanic belt Context triple: [Bongo–Bagirmi languages, arealGrouping, Sudanic belt]
-
A.
Trans-Saharan belt
The Trans-Saharan belt is a major Neoproterozoic orogenic zone in North and West Africa, formed during the Pan-African orogeny and characterized by extensive metamorphic and igneous rock assemblages.
-
B.
Nilotic Sudan
Nilotic Sudan is a cultural and historical region of South Sudan and surrounding areas characterized by the presence of Nilotic-speaking peoples and their riverine, cattle-herding societies.
-
C.
Sahel
The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
-
D.
Al Sahel
Al Sahel is a subtribe of the larger Qahtan tribal confederation, traditionally associated with the Arabian Peninsula.
-
E.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
- 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: Sudanic belt Triple: [Bongo–Bagirmi languages, arealGrouping, Sudanic belt]
Generated description
The Sudanic belt is a broad linguistic and cultural zone across central Africa characterized by a continuum of languages and shared historical interactions between diverse ethnic groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sudanic belt Target entity description: The Sudanic belt is a broad linguistic and cultural zone across central Africa characterized by a continuum of languages and shared historical interactions between diverse ethnic groups.
-
A.
Trans-Saharan belt
The Trans-Saharan belt is a major Neoproterozoic orogenic zone in North and West Africa, formed during the Pan-African orogeny and characterized by extensive metamorphic and igneous rock assemblages.
-
B.
Nilotic Sudan
Nilotic Sudan is a cultural and historical region of South Sudan and surrounding areas characterized by the presence of Nilotic-speaking peoples and their riverine, cattle-herding societies.
-
C.
Sahel
The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
-
D.
Al Sahel
Al Sahel is a subtribe of the larger Qahtan tribal confederation, traditionally associated with the Arabian Peninsula.
-
E.
Niger River valley
The Niger River valley is a fertile and historically significant region in West Africa that has long supported dense human settlement, agriculture, and trade along the course of the Niger River.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d69c8b4819092614e83e855430e |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e4307baca48190bbf82f8235d7e2c7 |
completed | April 19, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4375eaf448190a17f8df1e83145e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:27 p.m.