Triple

T6087251
Position Surface form Disambiguated ID Type / Status
Subject Sasolburg E135668 entity
Predicate transportConnection P1298 FINISHED
Object 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.
 E569019 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: R57 road | Statement: [Sasolburg, transportConnection, R57 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: R57 road
Context triple: [Sasolburg, transportConnection, R57 road]
  • A. R59 road
    The R59 road is a regional route in South Africa that serves as a key transport corridor linking the industrial town of Sasolburg with other urban centers in the Free State and Gauteng provinces.
  • B. N57 road
    The N57 road is a major Dutch highway running through the southwestern Netherlands, connecting several islands and coastal regions as part of the country’s primary road network.
  • C. N55 road
    The N55 road is a national secondary route in Ireland that runs through the Midlands, connecting Athlone in County Westmeath to Cavan town and passing through several counties including County Longford.
  • D. R41 road
    The R41 road is a regional route in South Africa that connects the Johannesburg area, including Roodepoort, with towns to the west such as Randfontein.
  • E. N52 road
    The N52 road is a major French national route serving the Longwy area in northeastern France and connecting it to the wider regional road network.
  • 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: R57 road
Triple: [Sasolburg, transportConnection, R57 road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: R57 road
Target entity description: 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.
  • A. R59 road
    The R59 road is a regional route in South Africa that serves as a key transport corridor linking the industrial town of Sasolburg with other urban centers in the Free State and Gauteng provinces.
  • B. N57 road
    The N57 road is a major Dutch highway running through the southwestern Netherlands, connecting several islands and coastal regions as part of the country’s primary road network.
  • C. N55 road
    The N55 road is a national secondary route in Ireland that runs through the Midlands, connecting Athlone in County Westmeath to Cavan town and passing through several counties including County Longford.
  • D. R41 road
    The R41 road is a regional route in South Africa that connects the Johannesburg area, including Roodepoort, with towns to the west such as Randfontein.
  • E. N52 road
    The N52 road is a major French national route serving the Longwy area in northeastern France and connecting it to the wider regional road network.
  • 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_69c0087bcc788190b20f093d3a6c60ec completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0578bf2508190859c2dbd4c10b316 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1252d7bf081909a9610e5b0e6924c completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125d888cc819092b765d47f1d9f9f completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126f308988190ab6cb6c79ea12877 completed March 23, 2026, 11:41 a.m.
Created at: March 22, 2026, 4:12 p.m.