Triple
T11574421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Tourism, Arts and Culture (Ghana) |
E274466
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Ghana Tourism Authority
The Ghana Tourism Authority is the national agency responsible for regulating, promoting, and developing tourism in Ghana.
|
E934352
|
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: Ghana Tourism Authority | Statement: [Ministry of Tourism, Arts and Culture (Ghana), oversees, Ghana Tourism Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Tourism Authority Context triple: [Ministry of Tourism, Arts and Culture (Ghana), oversees, Ghana Tourism Authority]
-
A.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
B.
Ministry of Tourism, Arts and Culture (Ghana)
The Ministry of Tourism, Arts and Culture (Ghana) is the government body responsible for formulating and implementing national policies to develop and promote tourism, creative arts, and cultural heritage in Ghana.
-
C.
Ghana Airports Company Limited
Ghana Airports Company Limited is the state-owned enterprise responsible for managing and operating Ghana’s network of commercial airports and aerodromes.
-
D.
Ghana Ports and Harbours Authority
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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: Ghana Tourism Authority Triple: [Ministry of Tourism, Arts and Culture (Ghana), oversees, Ghana Tourism Authority]
Generated description
The Ghana Tourism Authority is the national agency responsible for regulating, promoting, and developing tourism in Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Tourism Authority Target entity description: The Ghana Tourism Authority is the national agency responsible for regulating, promoting, and developing tourism in Ghana.
-
A.
Ghana Museums and Monuments Board
The Ghana Museums and Monuments Board is the state agency responsible for preserving, managing, and promoting Ghana’s museums, historic sites, and cultural heritage monuments.
-
B.
Ministry of Tourism, Arts and Culture (Ghana)
The Ministry of Tourism, Arts and Culture (Ghana) is the government body responsible for formulating and implementing national policies to develop and promote tourism, creative arts, and cultural heritage in Ghana.
-
C.
Ghana Airports Company Limited
Ghana Airports Company Limited is the state-owned enterprise responsible for managing and operating Ghana’s network of commercial airports and aerodromes.
-
D.
Ghana Ports and Harbours Authority
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
-
E.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713e49f508190b9bad316d68eab42 |
completed | April 21, 2026, 6:06 a.m. |
| NEDg | Description generation | batch_69e720f9a8588190aa766d2e1628207a |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e72315dda08190996aa84587c5fc80 |
completed | April 21, 2026, 7:11 a.m. |
Created at: April 8, 2026, 9:38 p.m.