Triple
T13978291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkroful |
E336240
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Nzema area
The Nzema area is a coastal region in southwestern Ghana inhabited primarily by the Nzema people and known for its rich cultural heritage and natural resources.
|
E577150
|
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: Nzema area | Statement: [Nkroful, partOf, Nzema area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nzema area Context triple: [Nkroful, partOf, Nzema area]
-
A.
Nzema East
Nzema East is a coastal municipal district in southwestern Ghana known for its fishing communities, oil and gas activities, and proximity to the Ivorian border.
-
B.
Ijesha area
Ijesha area is a region in southwestern Nigeria historically associated with the Ijesha people and known for its rich cultural heritage and natural resources.
-
C.
Khami region
The Khami region was a significant precolonial cultural and political center in southwestern Zimbabwe, known for its stone-built ruins and association with the Rozvi and earlier Torwa states.
-
D.
Nzega
Nzega is a town and district in western Tanzania that serves as an important commercial and transport hub within the Tabora Region.
-
E.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
- 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: Nzema area Triple: [Nkroful, partOf, Nzema area]
Generated description
The Nzema area is a coastal region in southwestern Ghana inhabited primarily by the Nzema people and known for its rich cultural heritage and natural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nzema area Target entity description: The Nzema area is a coastal region in southwestern Ghana inhabited primarily by the Nzema people and known for its rich cultural heritage and natural resources.
-
A.
Nzema East
chosen
Nzema East is a coastal municipal district in southwestern Ghana known for its fishing communities, oil and gas activities, and proximity to the Ivorian border.
-
B.
Ijesha area
Ijesha area is a region in southwestern Nigeria historically associated with the Ijesha people and known for its rich cultural heritage and natural resources.
-
C.
Khami region
The Khami region was a significant precolonial cultural and political center in southwestern Zimbabwe, known for its stone-built ruins and association with the Rozvi and earlier Torwa states.
-
D.
Nzega
Nzega is a town and district in western Tanzania that serves as an important commercial and transport hub within the Tabora Region.
-
E.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
- F. None of above.
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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e9fc7248190a9f26e253286ac3c |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1e3cafc8190a1806a29b2e46ae9 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba74a96b08190a08c51c231e49e5d |
completed | May 6, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba8585fb08190998d6a005dc0bd31 |
completed | May 6, 2026, 8:45 p.m. |
Created at: April 9, 2026, 10:18 p.m.