Triple
T11331814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Botswana rail network |
E268359
|
entity |
| Predicate | ownedBy |
P347
|
FINISHED |
| Object | Government of Botswana |
E202218
|
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: Government of Botswana | Statement: [Botswana rail network, ownedBy, Government of Botswana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of Botswana Context triple: [Botswana rail network, ownedBy, Government of Botswana]
-
A.
government of Botswana
chosen
The government of Botswana is the national governing authority of the Republic of Botswana, overseeing its political administration, public policy, and economic management.
-
B.
Office of the President of Botswana
The Office of the President of Botswana is the executive administrative body that supports and coordinates the functions and duties of the President as head of state and government.
-
C.
Ministry of Foreign Affairs of Botswana
The Ministry of Foreign Affairs of Botswana is the government department responsible for managing the country’s international relations, diplomacy, and foreign policy.
-
D.
Ministry of Finance of Botswana
The Ministry of Finance of Botswana is the national government department responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.
-
E.
Ministry of Education of Botswana
The Ministry of Education of Botswana is the national government body responsible for formulating and implementing education policies, managing schools and higher education institutions, and overseeing the country’s overall educational development.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9fd38308190a5458be1bfcc89ea |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e526236b688190aca4f2400a12e726 |
completed | April 19, 2026, 6:59 p.m. |
Created at: April 8, 2026, 9:32 p.m.