Triple
T11257881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Force Base Waterkloof |
E266484
|
entity |
| Predicate | nearby |
P350
|
FINISHED |
| Object |
R21 highway
The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
|
E928201
|
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: R21 highway | Statement: [Air Force Base Waterkloof, nearby, R21 highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R21 highway Context triple: [Air Force Base Waterkloof, nearby, R21 highway]
-
A.
M-41 Highway
M-41 Highway is a major high-altitude road through Central Asia’s Pamir Mountains, renowned as one of the world’s most remote and scenic driving routes.
-
B.
M27 highway
The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
-
C.
C-3 Road
C-3 Road is a major thoroughfare in Metro Manila, Philippines, forming part of the Circumferential Road 3 network and serving as a key route for urban traffic and access to surrounding districts.
-
D.
O-2 motorway
The O-2 motorway is a major controlled-access highway in Istanbul that forms part of the city’s primary ring road system and carries heavy intercity and urban traffic across the metropolitan area.
-
E.
C-16 highway
The C-16 highway is a major road in Catalonia, Spain, that forms part of the E-9 corridor and connects inland cities such as Manresa with Barcelona and the Pyrenees.
- 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: R21 highway Triple: [Air Force Base Waterkloof, nearby, R21 highway]
Generated description
The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: R21 highway Target entity description: The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
-
A.
M-41 Highway
M-41 Highway is a major high-altitude road through Central Asia’s Pamir Mountains, renowned as one of the world’s most remote and scenic driving routes.
-
B.
M27 highway
The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
-
C.
C-3 Road
C-3 Road is a major thoroughfare in Metro Manila, Philippines, forming part of the Circumferential Road 3 network and serving as a key route for urban traffic and access to surrounding districts.
-
D.
O-2 motorway
The O-2 motorway is a major controlled-access highway in Istanbul that forms part of the city’s primary ring road system and carries heavy intercity and urban traffic across the metropolitan area.
-
E.
C-16 highway
The C-16 highway is a major road in Catalonia, Spain, that forms part of the E-9 corridor and connects inland cities such as Manresa with Barcelona and the Pyrenees.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e935b85c819085e1abf2dd4099c5 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e603a1acc08190816db1ff13708e79 |
completed | April 20, 2026, 10:44 a.m. |
| NEDg | Description generation | batch_69e610a07bf881908de79850edb9576f |
completed | April 20, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e617fdaaa88190a1860fb00309596b |
completed | April 20, 2026, 12:11 p.m. |
Created at: April 8, 2026, 9:31 p.m.