Triple
T14822666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gashua |
E348493
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Hadejia-Nguru wetlands |
E991125
|
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: Hadejia-Nguru wetlands | Statement: [Gashua, near, Hadejia-Nguru wetlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hadejia-Nguru wetlands Context triple: [Gashua, near, Hadejia-Nguru wetlands]
-
A.
Hadejia-Nguru wetlands area
chosen
The Hadejia-Nguru wetlands area is an ecologically rich floodplain in northeastern Nigeria known for its diverse wildlife, vital fisheries, and importance to local agriculture and livelihoods.
-
B.
Beni wetlands
The Beni wetlands are an extensive tropical floodplain ecosystem in northern Bolivia, characterized by seasonally inundated savannas, rivers, and rich biodiversity.
-
C.
Nyabarongo wetlands
Nyabarongo wetlands are an extensive riverine wetland ecosystem in Rwanda that supports rich biodiversity, regulates water flow, and provides vital ecological services to surrounding communities.
-
D.
Bangweulu wetlands (regional vicinity)
The Bangweulu wetlands are an extensive floodplain and swamp system in northern Zambia, renowned for their rich biodiversity, important birdlife, and role as a critical habitat for species such as the shoebill stork and black lechwe.
-
E.
Caprivi Strip wetland system
The Caprivi Strip wetland system is an extensive network of rivers, floodplains, and swamps in northeastern Namibia that supports rich biodiversity and important wildlife migration routes.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe64328819083ce42704cf0602d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389d7c848190813be06bed7813d7 |
completed | May 8, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:51 a.m.