Triple
T23521278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamale |
E574512
|
entity |
| Predicate | connectsByRoadTo |
P11435
|
FINISHED |
| Object | Bolgatanga |
—
|
NE NERFINISHED |
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: Bolgatanga | Statement: [Tamale, connectsByRoadTo, Bolgatanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolgatanga Context triple: [Tamale, connectsByRoadTo, Bolgatanga]
-
A.
Bolgatanga
chosen
Bolgatanga is a town in northern Ghana known as a commercial and cultural hub, particularly famous for its traditional crafts and vibrant market.
-
B.
Kaolack
Kaolack is a major city in western Senegal known as a regional commercial hub and center of peanut trade.
-
C.
Atebubu
Atebubu is a prominent market and administrative town in central Ghana, serving as a key commercial hub in the Bono East area.
-
D.
Dangme
Dangme is a Kwa language spoken primarily by the Dangme people in southeastern Ghana.
-
E.
Kenema
Kenema is a major city in eastern Sierra Leone, serving as the capital and economic center of Kenema District and a hub for trade and agriculture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245bb3dcc8190ba9a2b35972b58d0 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa873ad48190a86807bd4f26df82 |
completed | April 29, 2026, 6:51 a.m. |
Created at: April 17, 2026, 6:08 p.m.