Triple
T16929448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nzema people |
E410663
|
entity |
| Predicate | regionInGhana |
P124787
|
FINISHED |
| Object | Western Region of Ghana |
E999821
|
NE FINISHED |
How this triple was built (3 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: Western Region of Ghana | Statement: [Nzema people, regionInGhana, Western Region of Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Region of Ghana Context triple: [Nzema people, regionInGhana, Western Region of Ghana]
-
A.
Western Region of Ghana
chosen
The Western Region of Ghana is a coastal administrative area in the southwestern part of the country, known for its rich natural resources, diverse ethnic groups, and significant role in Ghana’s mining and oil industries.
-
B.
Eastern Region of Ghana
The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
-
C.
Northern Region of Ghana
The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
-
D.
North East Region of Ghana
The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
-
E.
Western North Region, Ghana
Western North Region, Ghana is an administrative region in western Ghana known for its rich forest resources, cocoa production, and communities where the Sehwi language is widely spoken.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regionInGhana Context triple: [Nzema people, regionInGhana, Western Region of Ghana]
-
A.
regionOfNigeria
Indicates that one entity is a geographic region that is part of, or located within, Nigeria.
-
B.
statusInGhana
Indicates the legal, social, or official standing or condition an entity holds within the context of Ghana.
-
C.
regionInLiberia
Indicates that a region is geographically located within the country of Liberia.
-
D.
regionOfCity
Indicates that a specified area or district is a constituent part or subdivision of a particular city.
-
E.
stateOfNigeria
Indicates that the subject is the sovereign nation-state known as Nigeria or pertains to it as a political entity.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cf23873c8190bdc9121d6c3850e2 |
completed | April 18, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfdeb7a88190aac21a8645607dc8 |
completed | May 10, 2026, 6:35 p.m. |
| PD | Predicate disambiguation | batch_69e32b982f548190b08414d55810de19 |
completed | April 18, 2026, 6:58 a.m. |
| PDg | Predicate description generation | batch_69e32d7aae948190bc238d765795688c |
completed | April 18, 2026, 7:06 a.m. |
Created at: April 10, 2026, 5:30 a.m.