Triple
T18656595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speaker of the National Assembly of Zambia |
E456079
|
entity |
| Predicate | hasDeputy |
P147
|
FINISHED |
| Object |
Deputy Speaker of the National Assembly of Zambia
The Deputy Speaker of the National Assembly of Zambia is a senior parliamentary official who assists and stands in for the Speaker in presiding over legislative proceedings and maintaining order in the chamber.
|
E1336304
|
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: Deputy Speaker of the National Assembly of Zambia | Statement: [Speaker of the National Assembly of Zambia, hasDeputy, Deputy Speaker of the National Assembly of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deputy Speaker of the National Assembly of Zambia Context triple: [Speaker of the National Assembly of Zambia, hasDeputy, Deputy Speaker of the National Assembly of Zambia]
-
A.
Deputy Speaker of the National Assembly of Zimbabwe
The Deputy Speaker of the National Assembly of Zimbabwe is a senior parliamentary official who assists in presiding over the lower house, ensuring legislative procedures are followed and standing in for the Speaker when necessary.
-
B.
Deputy Speaker of the National Assembly of Botswana
The Deputy Speaker of the National Assembly of Botswana is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
-
C.
Vice President of Zambia
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
-
D.
Speaker of the National Assembly of Zimbabwe
The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
-
E.
Deputy Speaker of the National Assembly of Tanzania
The Deputy Speaker of the National Assembly of Tanzania is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and managing the chamber’s proceedings.
- 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: Deputy Speaker of the National Assembly of Zambia Triple: [Speaker of the National Assembly of Zambia, hasDeputy, Deputy Speaker of the National Assembly of Zambia]
Generated description
The Deputy Speaker of the National Assembly of Zambia is a senior parliamentary official who assists and stands in for the Speaker in presiding over legislative proceedings and maintaining order in the chamber.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deputy Speaker of the National Assembly of Zambia Target entity description: The Deputy Speaker of the National Assembly of Zambia is a senior parliamentary official who assists and stands in for the Speaker in presiding over legislative proceedings and maintaining order in the chamber.
-
A.
Deputy Speaker of the National Assembly of Zimbabwe
The Deputy Speaker of the National Assembly of Zimbabwe is a senior parliamentary official who assists in presiding over the lower house, ensuring legislative procedures are followed and standing in for the Speaker when necessary.
-
B.
Deputy Speaker of the National Assembly of Botswana
The Deputy Speaker of the National Assembly of Botswana is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and maintaining order in the chamber.
-
C.
Vice President of Zambia
The Vice President of Zambia is the second-highest executive official in the country’s government, serving as the principal assistant and constitutional successor to the President.
-
D.
Speaker of the National Assembly of Zimbabwe
The Speaker of the National Assembly of Zimbabwe is the presiding officer and principal authority of the country’s lower house of Parliament, responsible for overseeing legislative debates, maintaining order, and representing the Assembly in its relations with other branches of government.
-
E.
Deputy Speaker of the National Assembly of Tanzania
The Deputy Speaker of the National Assembly of Tanzania is a senior parliamentary official who assists and substitutes for the Speaker in presiding over legislative sessions and managing the chamber’s proceedings.
- 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.