Triple
T18656279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vice President of Zambia |
E456072
|
entity |
| Predicate | firstOfficeHolder |
P4891
|
FINISHED |
| Object | Reuben Kamanga |
—
|
NE NERFINISHED |
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: Reuben Kamanga | Statement: [Vice President of Zambia, firstOfficeHolder, Reuben Kamanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reuben Kamanga Context triple: [Vice President of Zambia, firstOfficeHolder, Reuben Kamanga]
-
A.
Reuben Kamanga
chosen
Reuben Kamanga was a Zambian nationalist politician who served as the country’s first Vice President following independence in 1964.
-
B.
Albert Muchanga
Albert Muchanga is an African Union diplomat and policymaker known for leading continental initiatives to boost intra-African trade and industrial development.
-
C.
Maurice Omondi Odumbe
Maurice Omondi Odumbe is a former Kenyan cricketer best known as an all-rounder who captained the national team and played a key role in Kenya’s rise in international cricket in the 1990s and early 2000s.
-
D.
Christon Tembo
Christon Tembo was a Zambian military officer and politician who served as the country’s vice president under President Frederick Chiluba in the late 1990s.
-
E.
Constantino Chiwenga
Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:47 a.m.