Triple
T8531343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress Youth League |
E201957
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Anton Lembede
Anton Lembede was a South African lawyer, philosopher, and pioneering nationalist who became the first president and key ideological architect of the African National Congress Youth League in the 1940s.
|
E760326
|
NE FINISHED |
How this triple was built (4 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: Anton Lembede | Statement: [African National Congress Youth League, foundedBy, Anton Lembede]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anton Lembede Context triple: [African National Congress Youth League, foundedBy, Anton Lembede]
-
A.
Anton Louw
Anton Louw is an individual notable enough to be recognized as a bearer of the surname Louw, though specific widely known achievements or roles are not clearly documented.
-
B.
Marais Viljoen
Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
-
C.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
D.
Paul Pokriefke
Paul Pokriefke is the reflective journalist and central narrator of Günter Grass’s novel "Crabwalk," through whose perspective the story’s historical and personal events are recounted.
-
E.
Michael Louw
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Anton Lembede Triple: [African National Congress Youth League, foundedBy, Anton Lembede]
Generated description
Anton Lembede was a South African lawyer, philosopher, and pioneering nationalist who became the first president and key ideological architect of the African National Congress Youth League in the 1940s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anton Lembede Target entity description: Anton Lembede was a South African lawyer, philosopher, and pioneering nationalist who became the first president and key ideological architect of the African National Congress Youth League in the 1940s.
-
A.
Anton Louw
Anton Louw is an individual notable enough to be recognized as a bearer of the surname Louw, though specific widely known achievements or roles are not clearly documented.
-
B.
Marais Viljoen
Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
-
C.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
D.
Paul Pokriefke
Paul Pokriefke is the reflective journalist and central narrator of Günter Grass’s novel "Crabwalk," through whose perspective the story’s historical and personal events are recounted.
-
E.
Michael Louw
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
- F. None of above. chosen
Provenance (5 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_69ca83228b24819085d22e7dc99f5d94 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe67546248190b359c845c0161ad3 |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf8889ddcc81909ca45ce6438e3a2b |
completed | April 3, 2026, 9:29 a.m. |
| NEDg | Description generation | batch_69cf8a3d8e548190911d44ee36875d44 |
completed | April 3, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ae86e1881908a77f660c061bf69 |
completed | April 3, 2026, 9:39 a.m. |
Created at: March 30, 2026, 6:17 p.m.