Triple
T23462562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R57 road |
E569019
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Free State Department of Police, Roads and Transport
The Free State Department of Police, Roads and Transport is a provincial government department in South Africa responsible for law enforcement oversight, road infrastructure management, and transport services within the Free State province.
|
E1589776
|
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: Free State Department of Police, Roads and Transport | Statement: [R57 road, maintainedBy, Free State Department of Police, Roads and Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Free State Department of Police, Roads and Transport Context triple: [R57 road, maintainedBy, Free State Department of Police, Roads and Transport]
-
A.
Gauteng Department of Roads and Transport
The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
-
B.
Department of Federal Highway Police
The Department of Federal Highway Police is Brazil’s national law enforcement body responsible for patrolling and ensuring safety on federal highways.
-
C.
Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
-
D.
Department of Transport of South Africa
The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
-
E.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
- 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: Free State Department of Police, Roads and Transport Triple: [R57 road, maintainedBy, Free State Department of Police, Roads and Transport]
Generated description
The Free State Department of Police, Roads and Transport is a provincial government department in South Africa responsible for law enforcement oversight, road infrastructure management, and transport services within the Free State province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Free State Department of Police, Roads and Transport Target entity description: The Free State Department of Police, Roads and Transport is a provincial government department in South Africa responsible for law enforcement oversight, road infrastructure management, and transport services within the Free State province.
-
A.
Gauteng Department of Roads and Transport
The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
-
B.
Department of Federal Highway Police
The Department of Federal Highway Police is Brazil’s national law enforcement body responsible for patrolling and ensuring safety on federal highways.
-
C.
Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
-
D.
Department of Transport of South Africa
The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
-
E.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a69cf7c48190b4d44e500f955b99 |
completed | April 29, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c825113588190a251450dc28f737b |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6eee2f48190b4e03039c4c96abe |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca819f6dc8190852bb3c06768ac5a |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:54 p.m.