Triple
T6163419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZANU–PF |
E137496
|
entity |
| Predicate | primaryOpposition |
P50211
|
FINISHED |
| Object | Movement for Democratic Change (MDC) and its successor formations |
E49398
|
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: Movement for Democratic Change (MDC) and its successor formations | Statement: [ZANU–PF, primaryOpposition, Movement for Democratic Change (MDC) and its successor formations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Movement for Democratic Change (MDC) and its successor formations Context triple: [ZANU–PF, primaryOpposition, Movement for Democratic Change (MDC) and its successor formations]
-
A.
Movement for Democratic Change
chosen
The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
-
B.
United National Movement
The United National Movement is a major pro-Western political party in Georgia known for leading the Rose Revolution and implementing sweeping reforms under Mikheil Saakashvili’s leadership.
-
C.
Movement for Democratic Change – Tsvangirai
The Movement for Democratic Change – Tsvangirai was a major Zimbabwean opposition party led by Morgan Tsvangirai that challenged Robert Mugabe’s ZANU–PF regime and advocated for democratic reforms and human rights.
-
D.
United Democratic Front
The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
-
E.
United Democratic Front
The United Democratic Front is a major political alliance in the Indian state of Kerala, led by the Indian National Congress and comprising several regional and community-based parties.
- 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d5e8edc8190a7a394ee832bac9f |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1419e7f0481908b7ce6f36871f1ad |
completed | March 23, 2026, 1:35 p.m. |
Created at: March 22, 2026, 4:17 p.m.