Triple
T5603635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nelson Mandela memorial service 2013 |
E147179
|
entity |
| Predicate | notableAttendee |
P1700
|
FINISHED |
| Object |
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
|
E533807
|
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: Joyce Banda | Statement: [Nelson Mandela memorial service 2013, notableAttendee, Joyce Banda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joyce Banda Context triple: [Nelson Mandela memorial service 2013, notableAttendee, Joyce Banda]
-
A.
Nelly Butete Kashumba Mutti
Nelly Butete Kashumba Mutti is a Zambian lawyer and politician who became the first woman to serve as Speaker of the National Assembly of Zambia.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
Louise Mushikiwabo
Louise Mushikiwabo is a Rwandan politician and diplomat who has served as her country’s foreign minister and is a prominent leader in international Francophone affairs.
-
D.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
E.
Morgan Tsvangirai
Morgan Tsvangirai was a prominent Zimbabwean opposition leader and trade unionist who served as the founding president of the Movement for Democratic Change and became a central figure in challenging Robert Mugabe’s rule.
- 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: Joyce Banda Triple: [Nelson Mandela memorial service 2013, notableAttendee, Joyce Banda]
Generated description
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joyce Banda Target entity description: Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
A.
Nelly Butete Kashumba Mutti
Nelly Butete Kashumba Mutti is a Zambian lawyer and politician who became the first woman to serve as Speaker of the National Assembly of Zambia.
-
B.
Tindyebwa Agaba Wise
Tindyebwa Agaba Wise is a Rwandan-born British activist and former child soldier who became known for his work on human rights and refugee issues after being adopted by actress Emma Thompson.
-
C.
Louise Mushikiwabo
Louise Mushikiwabo is a Rwandan politician and diplomat who has served as her country’s foreign minister and is a prominent leader in international Francophone affairs.
-
D.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
-
E.
Morgan Tsvangirai
Morgan Tsvangirai was a prominent Zimbabwean opposition leader and trade unionist who served as the founding president of the Movement for Democratic Change and became a central figure in challenging Robert Mugabe’s rule.
- 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_69c0090500f881908374285baf0ac46f |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020dce10c8190bf456602eec211d4 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0287649cc8190ae356790dd993973 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c0350eb53081909dc573fefa3e7f0a |
completed | March 22, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c036f0edb48190bfa74f7f2c9d9ab1 |
completed | March 22, 2026, 6:37 p.m. |
Created at: March 22, 2026, 3:39 p.m.