Triple
T11902366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lionel Bernstein |
E283183
|
entity |
| Predicate | co-defendantWith |
P31780
|
FINISHED |
| Object | Andrew Mlangeni |
E268260
|
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: Andrew Mlangeni | Statement: [Lionel Bernstein, co-defendantWith, Andrew Mlangeni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Mlangeni Context triple: [Lionel Bernstein, co-defendantWith, Andrew Mlangeni]
-
A.
Andrew Mlangeni
chosen
Andrew Mlangeni was a South African anti-apartheid activist and African National Congress leader who was imprisoned alongside Nelson Mandela following the Rivonia Trial and later became a prominent post-apartheid politician.
-
B.
Walter Mzembi
Walter Mzembi is a Zimbabwean politician and former government minister who has held prominent roles in the country’s tourism and foreign affairs sectors.
-
C.
Amos Masondo
Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
-
D.
George Matanzima
George Matanzima was a South African politician who served as Prime Minister of the apartheid-era Bantustan of Transkei and became known for his controversial and corrupt rule.
-
E.
Kenneth Nkosi
Kenneth Nkosi is a South African actor and comedian best known internationally for his roles in acclaimed films such as "Tsotsi" and "District 9."
- 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_69d6ab2c07e88190ba13b0d21fd6cf33 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903024afc8190a97aa3263dc7d017 |
completed | April 10, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48a61e120819089e44568ce7e99fe |
completed | May 1, 2026, 11:11 a.m. |
Created at: April 8, 2026, 9:44 p.m.