Triple
T18656487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Sata |
E456077
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
Patriotic Front
Patriotic Front is a major Zambian political party that rose to prominence under the leadership of Michael Sata, eventually forming the country’s government.
|
E1336301
|
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: Patriotic Front | Statement: [Michael Sata, memberOfPoliticalParty, Patriotic Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Patriotic Front Context triple: [Michael Sata, memberOfPoliticalParty, Patriotic Front]
-
A.
Patriotic Front
The Patriotic Front was a coalition of Zimbabwean nationalist movements that led the armed struggle against white-minority rule in Rhodesia and negotiated the country’s transition to independence.
-
B.
New Patriotic Party
The New Patriotic Party is a major center-right political party in Ghana known for its liberal-democratic and pro-market policies and for producing presidents including Nana Addo Dankwa Akufo-Addo.
-
C.
National Patriotic Party
The National Patriotic Party is a Liberian political party founded by Charles Taylor that dominated the country’s politics during his presidency following the First Liberian Civil War.
-
D.
The People's Front
The People's Front is a political work by American communist leader Earl Browder that outlines his advocacy for broad anti-fascist and progressive alliances in the 1930s.
-
E.
People's Redemption Party
The People's Redemption Party was a left-leaning Nigerian political party known for its populist, pro-poor ideology and strong base in the country’s northern regions during the Second Republic.
- 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: Patriotic Front Triple: [Michael Sata, memberOfPoliticalParty, Patriotic Front]
Generated description
Patriotic Front is a major Zambian political party that rose to prominence under the leadership of Michael Sata, eventually forming the country’s government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Patriotic Front Target entity description: Patriotic Front is a major Zambian political party that rose to prominence under the leadership of Michael Sata, eventually forming the country’s government.
-
A.
Patriotic Front
The Patriotic Front was a coalition of Zimbabwean nationalist movements that led the armed struggle against white-minority rule in Rhodesia and negotiated the country’s transition to independence.
-
B.
New Patriotic Party
The New Patriotic Party is a major center-right political party in Ghana known for its liberal-democratic and pro-market policies and for producing presidents including Nana Addo Dankwa Akufo-Addo.
-
C.
National Patriotic Party
The National Patriotic Party is a Liberian political party founded by Charles Taylor that dominated the country’s politics during his presidency following the First Liberian Civil War.
-
D.
The People's Front
The People's Front is a political work by American communist leader Earl Browder that outlines his advocacy for broad anti-fascist and progressive alliances in the 1930s.
-
E.
People's Redemption Party
The People's Redemption Party was a left-leaning Nigerian political party known for its populist, pro-poor ideology and strong base in the country’s northern regions during the Second Republic.
- 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_6a05172321648190bdce686bb4a2d4c2 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a05185f550081909a284d833f992da4 |
completed | May 14, 2026, 12:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05190b081481909af7b7aec70d9646 |
completed | May 14, 2026, 12:36 a.m. |
Created at: April 10, 2026, 11:47 a.m.