Triple
T5954185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Independence Day (Ghana) |
E132470
|
entity |
| Predicate | celebratedBy |
P500
|
FINISHED |
| Object |
Ghanaians
Ghanaians are the citizens and ethnic nationals of Ghana, a West African country known for its rich cultural diversity, democratic stability, and historical role in the African independence movement.
|
E558205
|
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: Ghanaians | Statement: [Independence Day (Ghana), celebratedBy, Ghanaians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghanaians Context triple: [Independence Day (Ghana), celebratedBy, Ghanaians]
-
A.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
-
B.
Ashanti people
The Ashanti people are a major Akan ethnic group from present-day Ghana, historically known for their powerful kingdom, rich cultural traditions, and distinctive art and craftsmanship.
-
C.
Fante people
The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
-
D.
Krio people
The Krio people are a creole ethnic group in Sierra Leone descended largely from freed African American, Caribbean, and Liberated African slaves, known for their distinctive Krio language and strong influence on the country’s culture and history.
-
E.
Ewe
Ewe is a major Niger–Congo language spoken primarily in southeastern Ghana and southern Togo by the Ewe people.
- 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: Ghanaians Triple: [Independence Day (Ghana), celebratedBy, Ghanaians]
Generated description
Ghanaians are the citizens and ethnic nationals of Ghana, a West African country known for its rich cultural diversity, democratic stability, and historical role in the African independence movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghanaians Target entity description: Ghanaians are the citizens and ethnic nationals of Ghana, a West African country known for its rich cultural diversity, democratic stability, and historical role in the African independence movement.
-
A.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
-
B.
Ashanti people
The Ashanti people are a major Akan ethnic group from present-day Ghana, historically known for their powerful kingdom, rich cultural traditions, and distinctive art and craftsmanship.
-
C.
Fante people
The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
-
D.
Krio people
The Krio people are a creole ethnic group in Sierra Leone descended largely from freed African American, Caribbean, and Liberated African slaves, known for their distinctive Krio language and strong influence on the country’s culture and history.
-
E.
Ewe
Ewe is a major Niger–Congo language spoken primarily in southeastern Ghana and southern Togo by the Ewe people.
- 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_69c0086b05cc8190a8f36a96927a525c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c039bef5c8819093f280b235a593b0 |
completed | March 22, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3d77fb08190a24d319adc608df5 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0f4d9f7608190a1dc5fadf8c7a050 |
completed | March 23, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f536b8108190bfe7907c488819f9 |
completed | March 23, 2026, 8:09 a.m. |
Created at: March 22, 2026, 4:02 p.m.