Triple
T1653757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress |
E35751
|
entity |
| Predicate | ledBy |
P981
|
FINISHED |
| Object |
Albert Luthuli
Albert Luthuli was a South African teacher, activist, and Nobel Peace Prize–winning president of the African National Congress who became a key moral leader in the struggle against apartheid.
|
E199291
|
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: Albert Luthuli | Statement: [African National Congress, ledBy, Albert Luthuli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albert Luthuli Context triple: [African National Congress, ledBy, Albert Luthuli]
-
A.
Walter Sisulu
Walter Sisulu was a prominent South African anti-apartheid activist and African National Congress leader who played a key role in the struggle against white minority rule and was imprisoned for many years alongside Nelson Mandela.
-
B.
Oliver Tambo
Oliver Tambo was a prominent South African anti-apartheid activist and long-serving president of the African National Congress who played a key role in building its international support and guiding the liberation struggle in exile.
-
C.
Nelson Mandela
Nelson Mandela was a South African anti-apartheid revolutionary, political leader, and Nobel Peace Prize laureate who became the country’s first Black president and a global symbol of reconciliation and justice.
-
D.
Desmond Tutu
Desmond Tutu was a South African Anglican archbishop and prominent anti-apartheid and human rights activist who became a global moral leader and Nobel Peace Prize laureate.
-
E.
Yusuf Dadoo
Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
- 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: Albert Luthuli Triple: [African National Congress, ledBy, Albert Luthuli]
Generated description
Albert Luthuli was a South African teacher, activist, and Nobel Peace Prize–winning president of the African National Congress who became a key moral leader in the struggle against apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Albert Luthuli Target entity description: Albert Luthuli was a South African teacher, activist, and Nobel Peace Prize–winning president of the African National Congress who became a key moral leader in the struggle against apartheid.
-
A.
Walter Sisulu
Walter Sisulu was a prominent South African anti-apartheid activist and African National Congress leader who played a key role in the struggle against white minority rule and was imprisoned for many years alongside Nelson Mandela.
-
B.
Oliver Tambo
Oliver Tambo was a prominent South African anti-apartheid activist and long-serving president of the African National Congress who played a key role in building its international support and guiding the liberation struggle in exile.
-
C.
Nelson Mandela
Nelson Mandela was a South African anti-apartheid revolutionary, political leader, and Nobel Peace Prize laureate who became the country’s first Black president and a global symbol of reconciliation and justice.
-
D.
Desmond Tutu
Desmond Tutu was a South African Anglican archbishop and prominent anti-apartheid and human rights activist who became a global moral leader and Nobel Peace Prize laureate.
-
E.
Yusuf Dadoo
Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
- 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_69a8860568888190a32cd9f70acbba42 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8a080c8190b6913d6830d74526 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada972c92c8190b5c69cd9223ad0f6 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae972d1081909cd13e8220c3ccc6 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf9d042481909dbd54d9e04e444e |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:29 p.m.