Triple
T11762571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Convention People's Party |
E279692
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Kojo Botsio
Kojo Botsio was a prominent Ghanaian politician and close ally of Kwame Nkrumah who held several key ministerial positions in the early post-independence government.
|
E943883
|
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: Kojo Botsio | Statement: [Convention People's Party, notableMember, Kojo Botsio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kojo Botsio Context triple: [Convention People's Party, notableMember, Kojo Botsio]
-
A.
Julien Nkoghe Bekale
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
-
B.
Blaise Koissy
Blaise Koissy is a notable individual recognized for achievements significant enough to distinguish him among people sharing the given name Blaise.
-
C.
Maurice Odumbe
Maurice Odumbe is a former Kenyan cricketer and all-rounder who was one of the country's leading players during its rise on the international stage in the 1990s and early 2000s.
-
D.
Casimir Oyé-Mba
Casimir Oyé-Mba was a Gabonese politician and economist who served in several high-level government positions, including as Prime Minister, and was influential in the country’s political and financial sectors.
-
E.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
- 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: Kojo Botsio Triple: [Convention People's Party, notableMember, Kojo Botsio]
Generated description
Kojo Botsio was a prominent Ghanaian politician and close ally of Kwame Nkrumah who held several key ministerial positions in the early post-independence government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kojo Botsio Target entity description: Kojo Botsio was a prominent Ghanaian politician and close ally of Kwame Nkrumah who held several key ministerial positions in the early post-independence government.
-
A.
Julien Nkoghe Bekale
Julien Nkoghe Bekale is a Gabonese politician who served as Prime Minister of Gabon in the late 2010s.
-
B.
Blaise Koissy
Blaise Koissy is a notable individual recognized for achievements significant enough to distinguish him among people sharing the given name Blaise.
-
C.
Maurice Odumbe
Maurice Odumbe is a former Kenyan cricketer and all-rounder who was one of the country's leading players during its rise on the international stage in the 1990s and early 2000s.
-
D.
Casimir Oyé-Mba
Casimir Oyé-Mba was a Gabonese politician and economist who served in several high-level government positions, including as Prime Minister, and was influential in the country’s political and financial sectors.
-
E.
David Ndesandjo
David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
- 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a5248e0881909ed1b4df7be422f7 |
completed | April 10, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f01a4be7c481908deab31f2ee20e0c |
completed | April 28, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_69f043b3c51c8190a764433e86f1333e |
completed | April 28, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05b04d7248190b8ec4be4f2c3e388 |
completed | April 28, 2026, 7 a.m. |
Created at: April 8, 2026, 9:41 p.m.