Triple
T12382039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Appiah |
E295767
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Stephen Appiah |
E295767
|
NE FINISHED |
How this triple was built (2 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: Stephen Appiah | Statement: [Stephen Appiah, name, Stephen Appiah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Appiah Context triple: [Stephen Appiah, name, Stephen Appiah]
-
A.
Stephen Appiah
chosen
Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
-
B.
Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
-
C.
Kwame Peprah
Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
-
D.
Joe Appiah
Joe Appiah was a prominent Ghanaian lawyer, politician, and Pan-Africanist known for his role in the country’s independence-era politics and his marriage to British writer and activist Peggy Cripps.
-
E.
Kwame Nsiah-Apau
Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbb3a2481908c2fcb5e6488eb3c |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634760210819080bc0261aa059132 |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:54 p.m.