Triple
T4593821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary General of the East African Community |
E103559
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Libérat Mfumukeko
Libérat Mfumukeko is a Burundian diplomat and economist who served as Secretary General of the East African Community, helping to oversee regional integration efforts among its member states.
|
E455531
|
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: Libérat Mfumukeko | Statement: [Secretary General of the East African Community, officeHoldersInclude, Libérat Mfumukeko]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libérat Mfumukeko Context triple: [Secretary General of the East African Community, officeHoldersInclude, Libérat Mfumukeko]
-
A.
Kweisi Mfume
Kweisi Mfume is an American politician and civil rights leader who served as president and CEO of the NAACP and as a longtime member of the U.S. House of Representatives from Maryland.
-
B.
Ntfombi Tfwala
Ntfombi Tfwala is a Swazi royal figure who served as Queen Regent of Eswatini and is the mother of King Mswati III.
-
C.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
D.
Popo Molefe
Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
-
E.
Gadla Henry Mphakanyiswa
Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
- 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: Libérat Mfumukeko Triple: [Secretary General of the East African Community, officeHoldersInclude, Libérat Mfumukeko]
Generated description
Libérat Mfumukeko is a Burundian diplomat and economist who served as Secretary General of the East African Community, helping to oversee regional integration efforts among its member states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libérat Mfumukeko Target entity description: Libérat Mfumukeko is a Burundian diplomat and economist who served as Secretary General of the East African Community, helping to oversee regional integration efforts among its member states.
-
A.
Kweisi Mfume
Kweisi Mfume is an American politician and civil rights leader who served as president and CEO of the NAACP and as a longtime member of the U.S. House of Representatives from Maryland.
-
B.
Ntfombi Tfwala
Ntfombi Tfwala is a Swazi royal figure who served as Queen Regent of Eswatini and is the mother of King Mswati III.
-
C.
Mahlamba Ndlopfu
Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
-
D.
Popo Molefe
Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
-
E.
Gadla Henry Mphakanyiswa
Gadla Henry Mphakanyiswa was a South African chief and the father of Nelson Mandela, making him the paternal great-grandfather of Zindzi Mandela.
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd593e115081909b11149e02fe4ef3 |
completed | March 20, 2026, 2:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0d7fce08190ac1e81b789a8242a |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bdf01ae4848190a1db1801a35aa687 |
completed | March 21, 2026, 1:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdf06f79488190812e7c55d2456d51 |
completed | March 21, 2026, 1:12 a.m. |
Created at: March 20, 2026, 1:11 p.m.