Triple
T13226548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UN Office for West Africa and the Sahel |
E314893
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | G5 Sahel |
E68767
|
NE FINISHED |
How this triple was built (2 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: G5 Sahel | Statement: [UN Office for West Africa and the Sahel, worksWith, G5 Sahel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G5 Sahel Context triple: [UN Office for West Africa and the Sahel, worksWith, G5 Sahel]
-
A.
G5 Sahel
chosen
G5 Sahel is a regional cooperation framework of five West African countries focused on security, development, and counterterrorism in the Sahel region.
-
B.
Al Sahel
Al Sahel is a subtribe of the larger Qahtan tribal confederation, traditionally associated with the Arabian Peninsula.
-
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 region
The Al-Sahel region is a fertile coastal plain in northwestern Syria known for its Mediterranean climate, agriculture, and strategic location along the Mediterranean Sea.
-
E.
Maghreb-Sahel interface
The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d3232d48190a3c792b025c596a6 |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a3407388190bef886884cb75912 |
completed | May 3, 2026, 8:41 a.m. |
Created at: April 9, 2026, 9:20 p.m.