Triple
T20092452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A1 highway (Botswana) |
E496305
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Botswana Ministry of Transport and Public Works |
—
|
NE NERFINISHED |
How this triple was built (3 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: Botswana Ministry of Transport and Public Works | Statement: [A1 highway (Botswana), maintainedBy, Botswana Ministry of Transport and Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botswana Ministry of Transport and Public Works Context triple: [A1 highway (Botswana), maintainedBy, Botswana Ministry of Transport and Public Works]
-
A.
Ministry of Transport and Infrastructural Development of Zimbabwe
The Ministry of Transport and Infrastructural Development of Zimbabwe is the government body responsible for formulating and overseeing national policies and projects related to transportation systems and public infrastructure across the country.
-
B.
Public Service Commission of Botswana
The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.
-
C.
Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
-
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.
Botswana rail network
The Botswana rail network is the system of railway lines that serves as a key freight and passenger transport backbone within Botswana and links the country to neighboring states in Southern Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Botswana Ministry of Transport and Public Works Target entity description: The Botswana Ministry of Transport and Public Works is a government department responsible for developing, managing, and maintaining Botswana’s national transport infrastructure and public works.
-
A.
Ministry of Transport and Infrastructural Development of Zimbabwe
The Ministry of Transport and Infrastructural Development of Zimbabwe is the government body responsible for formulating and overseeing national policies and projects related to transportation systems and public infrastructure across the country.
-
B.
Public Service Commission of Botswana
The Public Service Commission of Botswana is an independent constitutional body responsible for overseeing the recruitment, promotion, and discipline of public servants in Botswana’s civil service.
-
C.
Zimbabwe National Roads Administration
The Zimbabwe National Roads Administration is the government agency responsible for managing, maintaining, and developing Zimbabwe’s national road network and related infrastructure.
-
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.
Botswana rail network
The Botswana rail network is the system of railway lines that serves as a key freight and passenger transport backbone within Botswana and links the country to neighboring states in Southern Africa.
- F. None of above. chosen
Provenance (2 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66668db8881908c43b1deef9af1d3 |
completed | April 20, 2026, 5:46 p.m. |
Created at: April 11, 2026, 11:22 p.m.