Triple
T11555932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana Police Service |
E274017
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object |
Ahafo Region
The Ahafo Region is one of Ghana's administrative regions, known for its rich natural resources, particularly in agriculture and mining, with Goaso as its capital.
|
E567728
|
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: Ahafo Region | Statement: [Ghana Police Service, operatesIn, Ahafo Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahafo Region Context triple: [Ghana Police Service, operatesIn, Ahafo Region]
-
A.
Brong-Ahafo Region
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
-
B.
Central Region, Ghana
Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
-
C.
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.
-
D.
Western Region (Ghana)
Western Region (Ghana) is a coastal administrative region in southwestern Ghana known for its rich natural resources, beaches, and historic forts and castles.
-
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. 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: Ahafo Region Triple: [Ghana Police Service, operatesIn, Ahafo Region]
Generated description
The Ahafo Region is one of Ghana's administrative regions, known for its rich natural resources, particularly in agriculture and mining, with Goaso as its capital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ahafo Region Target entity description: The Ahafo Region is one of Ghana's administrative regions, known for its rich natural resources, particularly in agriculture and mining, with Goaso as its capital.
-
A.
Brong-Ahafo Region
chosen
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
-
B.
Central Region, Ghana
Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
-
C.
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.
-
D.
Western Region (Ghana)
Western Region (Ghana) is a coastal administrative region in southwestern Ghana known for its rich natural resources, beaches, and historic forts and castles.
-
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.
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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a86be308190973fea5d7db8ba9d |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e865c3008190bc2f04a1048f2fed |
completed | April 21, 2026, 3 a.m. |
| NEDg | Description generation | batch_69e6ef93e7d88190af3853b82de23c1b |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f9144afc819081ee7f78e32ad39a |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.