Triple
T2354105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Mudenda |
E47514
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | ZANU–PF |
E137496
|
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: ZANU–PF | Statement: [Jacob Mudenda, memberOf, ZANU–PF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZANU–PF Context triple: [Jacob Mudenda, memberOf, ZANU–PF]
-
A.
ZANU–PF
chosen
ZANU–PF is Zimbabwe’s dominant political party, long led by Robert Mugabe and central to the country’s post-independence governance and politics.
-
B.
Inkatha Freedom Party
The Inkatha Freedom Party is a South African political party, historically rooted in Zulu nationalism and led for decades by Mangosuthu Buthelezi, that has played a significant role in the country’s post-apartheid politics.
-
C.
Uganda People’s Congress
The Uganda People’s Congress is a major political party in Uganda that has played a central role in the country’s post-independence politics, including forming several early governments.
-
D.
Liberal Democratic Party (Zambia)
The Liberal Democratic Party (Zambia) is a minor political party in Zambia that advocates liberal democratic principles and market-oriented reforms.
-
E.
National Resistance Movement
The National Resistance Movement is the ruling political organization in Uganda, led for decades by President Yoweri Museveni and known for its origins as a rebel movement that took power in 1986.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6fbb1fc8190b97f4e4ed386abc3 |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9633ce3c81908581e7e0f8211ac1 |
completed | March 9, 2026, 9:43 a.m. |
Created at: March 4, 2026, 7:54 p.m.