Triple
T8214859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ga-Rankuwa |
E191907
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object |
R566 road
The R566 road is a regional route in South Africa that connects the township of Ga-Rankuwa with other nearby urban and industrial areas.
|
E726850
|
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: R566 road | Statement: [Ga-Rankuwa, hasRoadConnection, R566 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R566 road Context triple: [Ga-Rankuwa, hasRoadConnection, R566 road]
-
A.
R66 road
The R66 road is a regional route in South Africa’s KwaZulu-Natal province that runs through towns such as Ulundi, serving as an important connector between inland communities and other major routes.
-
B.
R57 road
The R57 road is a regional route in South Africa that connects the industrial town of Sasolburg with other key urban centers in the Free State and surrounding provinces.
-
C.
N56 road
The N56 road is a regional route in Belgium that connects the town of Ath with other nearby localities.
-
D.
R106 road
The R106 road is a regional route in County Dublin, Ireland, linking coastal and suburban areas including the town of Swords.
-
E.
R536 road
The R536 road is a regional route in South Africa that connects the town of Sabie with nearby Lowveld destinations and serves as a popular access road to scenic attractions and game reserves.
- 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: R566 road Triple: [Ga-Rankuwa, hasRoadConnection, R566 road]
Generated description
The R566 road is a regional route in South Africa that connects the township of Ga-Rankuwa with other nearby urban and industrial areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: R566 road Target entity description: The R566 road is a regional route in South Africa that connects the township of Ga-Rankuwa with other nearby urban and industrial areas.
-
A.
R66 road
The R66 road is a regional route in South Africa’s KwaZulu-Natal province that runs through towns such as Ulundi, serving as an important connector between inland communities and other major routes.
-
B.
R57 road
The R57 road is a regional route in South Africa that connects the industrial town of Sasolburg with other key urban centers in the Free State and surrounding provinces.
-
C.
N56 road
The N56 road is a regional route in Belgium that connects the town of Ath with other nearby localities.
-
D.
R106 road
The R106 road is a regional route in County Dublin, Ireland, linking coastal and suburban areas including the town of Swords.
-
E.
R536 road
The R536 road is a regional route in South Africa that connects the town of Sabie with nearby Lowveld destinations and serves as a popular access road to scenic attractions and game reserves.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776c5cd081908259b1c3d12285de |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd94d541f08190adf1fe7020b3c39b |
completed | April 1, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69cdb20cc18081908269516e49ce0fd3 |
completed | April 2, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb44ff9a88190bbcb4a56f9b44dc1 |
completed | April 2, 2026, 12:12 a.m. |
Created at: March 30, 2026, 5:44 p.m.