Triple
T9779927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Popo Molefe |
E237340
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | United Democratic Front |
E37173
|
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: United Democratic Front | Statement: [Popo Molefe, memberOf, United Democratic Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Democratic Front Context triple: [Popo Molefe, memberOf, United Democratic Front]
-
A.
United Democratic Front
chosen
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.
-
B.
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.
-
C.
South African Congress of Democrats
The South African Congress of Democrats was a multiracial, white-led anti-apartheid political organization allied with the African National Congress and active in resistance campaigns during the 1950s and early 1960s.
-
D.
National Social Democratic Front
The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
-
E.
Labour Party (South Africa)
The Labour Party (South Africa) was a political party that primarily represented the interests of the Coloured community during the apartheid era and participated in various segregated parliamentary structures.
- 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_69ca84d975a08190aab25b02a89bdab3 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda1b0b15881909ef52d0156148c59 |
completed | April 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bd28b0e48190984cf44d88f324d7 |
completed | April 5, 2026, 1:38 a.m. |
Created at: March 30, 2026, 8:27 p.m.