Triple
T18656278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vice President of Zambia |
E456072
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Mutale Nalumango
Mutale Nalumango is a Zambian politician and former teacher who serves as the country’s vice president and is a prominent member of the United Party for National Development (UPND).
|
E1337199
|
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: Mutale Nalumango | Statement: [Vice President of Zambia, officeHoldersInclude, Mutale Nalumango]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mutale Nalumango Context triple: [Vice President of Zambia, officeHoldersInclude, Mutale Nalumango]
-
A.
Rufaro Rwizi
Rufaro Rwizi is a music producer known for working on projects with the artist Last Last.
-
B.
Ignace Murwanashyaka
Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
-
C.
Évariste Ndayishimiye
Évariste Ndayishimiye is a Burundian politician and military officer who has served as the President of Burundi since 2020.
-
D.
Dominique Mbonyumutwa
Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
-
E.
Paulo Muwanga
Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
- 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: Mutale Nalumango Triple: [Vice President of Zambia, officeHoldersInclude, Mutale Nalumango]
Generated description
Mutale Nalumango is a Zambian politician and former teacher who serves as the country’s vice president and is a prominent member of the United Party for National Development (UPND).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mutale Nalumango Target entity description: Mutale Nalumango is a Zambian politician and former teacher who serves as the country’s vice president and is a prominent member of the United Party for National Development (UPND).
-
A.
Rufaro Rwizi
Rufaro Rwizi is a music producer known for working on projects with the artist Last Last.
-
B.
Ignace Murwanashyaka
Ignace Murwanashyaka was a Rwandan rebel leader and politician best known for heading the Democratic Forces for the Liberation of Rwanda (FDLR), a Hutu militia active in the Democratic Republic of the Congo.
-
C.
Évariste Ndayishimiye
Évariste Ndayishimiye is a Burundian politician and military officer who has served as the President of Burundi since 2020.
-
D.
Dominique Mbonyumutwa
Dominique Mbonyumutwa was a Rwandan political figure who briefly served as the country’s first head of state following the 1959 revolution that ended the monarchy.
-
E.
Paulo Muwanga
Paulo Muwanga was a prominent Ugandan politician and military figure who played a key role in the country’s turbulent transitions of power around the 1970s and 1980s.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05234756cc8190ba8f0f52499dbac1 |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a052419ba208190bac5d7fc94519b40 |
completed | May 14, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052490bb60819086420aa11327426f |
completed | May 14, 2026, 1:25 a.m. |
Created at: April 10, 2026, 11:47 a.m.