Triple
T15256581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parliament of Botswana |
E364659
|
entity |
| Predicate | hasSpeaker |
P981
|
FINISHED |
| Object | Speaker of the National Assembly of Botswana |
E905698
|
NE FINISHED |
How this triple was built (2 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: Speaker of the National Assembly of Botswana | Statement: [Parliament of Botswana, hasSpeaker, Speaker of the National Assembly of Botswana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Speaker of the National Assembly of Botswana Context triple: [Parliament of Botswana, hasSpeaker, Speaker of the National Assembly of Botswana]
-
A.
Speaker of the National Assembly of Botswana
chosen
The Speaker of the National Assembly of Botswana is the presiding officer responsible for overseeing parliamentary debates, maintaining order, and representing the legislature in its official functions.
-
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.
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.
-
D.
Vice President of Botswana
The Vice President of Botswana is the second-highest executive official in the country’s government, responsible for assisting the president and often designated as the constitutional successor.
-
E.
President of Botswana
The President of Botswana is the country’s executive head of state and government, responsible for leading the national administration and representing Botswana domestically and internationally.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084b97908190b3bf7ea7bd75bdc0 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f7bd2081909c003deb3a692f18 |
completed | May 9, 2026, 7:44 a.m. |
Created at: April 10, 2026, 3:13 a.m.