Triple
T4605836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of Zambia |
E100430
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Michael Sata
Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
|
E456077
|
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: Michael Sata | Statement: [President of Zambia, officeHoldersInclude, Michael Sata]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Sata Context triple: [President of Zambia, officeHoldersInclude, Michael Sata]
-
A.
Johnson Toribiong
Johnson Toribiong is a Palauan politician and lawyer who served as the President of Palau in the early 2010s.
-
B.
George Dzundza
George Dzundza is an American actor known for his character roles in film and television, including appearances in movies like "The Deer Hunter" and series such as "Law & Order."
-
C.
Murphy Morobe
Murphy Morobe is a South African anti-apartheid activist and political leader known for his prominent role in the Black Consciousness Movement and the United Democratic Front during the struggle against apartheid.
-
D.
Kausea Natano
Kausea Natano is a Tuvaluan politician who has served as the country's prime minister, leading the Pacific island nation on issues including climate change and international diplomacy.
-
E.
Tito Melema
Tito Melema is a charming yet morally weak young Greek scholar whose opportunism and betrayal drive much of the psychological and ethical drama in George Eliot’s novel "Romola."
- 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: Michael Sata Triple: [President of Zambia, officeHoldersInclude, Michael Sata]
Generated description
Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Sata Target entity description: Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
-
A.
Johnson Toribiong
Johnson Toribiong is a Palauan politician and lawyer who served as the President of Palau in the early 2010s.
-
B.
George Dzundza
George Dzundza is an American actor known for his character roles in film and television, including appearances in movies like "The Deer Hunter" and series such as "Law & Order."
-
C.
Murphy Morobe
Murphy Morobe is a South African anti-apartheid activist and political leader known for his prominent role in the Black Consciousness Movement and the United Democratic Front during the struggle against apartheid.
-
D.
Kausea Natano
Kausea Natano is a Tuvaluan politician who has served as the country's prime minister, leading the Pacific island nation on issues including climate change and international diplomacy.
-
E.
Tito Melema
Tito Melema is a charming yet morally weak young Greek scholar whose opportunism and betrayal drive much of the psychological and ethical drama in George Eliot’s novel "Romola."
- 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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599b1f0881909fd693b81ff44f98 |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa6d24808190a4edc426b8b719cd |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfbea628c81908f96e706d650ef9f |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc97fc54819093e0cff18a40bde2 |
completed | March 21, 2026, 2:04 a.m. |
Created at: March 20, 2026, 1:12 p.m.