Triple

T8151045
Position Surface form Disambiguated ID Type / Status
Subject Welkom E190332 entity
Predicate roadConnection P385 FINISHED
Object R70 road
The R70 road is a regional route in South Africa that links the mining city of Welkom with other towns in the Free State province.
 E720279 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: R70 road | Statement: [Welkom, roadConnection, R70 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: R70 road
Context triple: [Welkom, roadConnection, R70 road]
  • A. 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.
  • B. R30 road
    The R30 road is a regional route in South Africa that connects the city of Welkom with other major towns and transport corridors in the Free State and surrounding provinces.
  • C. A7 road
    The A7 road is a major route in Great Britain that runs between Edinburgh in Scotland and Carlisle in England, serving as an important cross-border link.
  • D. N7 road
    The N7 road is a major French national highway that historically linked Paris to the south of France and served as a key route before the development of modern motorways.
  • E. A70 road
    The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
  • 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: R70 road
Triple: [Welkom, roadConnection, R70 road]
Generated description
The R70 road is a regional route in South Africa that links the mining city of Welkom with other towns in the Free State province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: R70 road
Target entity description: The R70 road is a regional route in South Africa that links the mining city of Welkom with other towns in the Free State province.
  • A. 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.
  • B. R30 road
    The R30 road is a regional route in South Africa that connects the city of Welkom with other major towns and transport corridors in the Free State and surrounding provinces.
  • C. A7 road
    The A7 road is a major route in Great Britain that runs between Edinburgh in Scotland and Carlisle in England, serving as an important cross-border link.
  • D. N7 road
    The N7 road is a major French national highway that historically linked Paris to the south of France and served as a key route before the development of modern motorways.
  • E. A70 road
    The A70 road is a major route in Scotland that runs from Ayr on the west coast inland toward Edinburgh, connecting several towns across the central belt.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4481f19c8190aeec9bf029ad321b completed March 31, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd346391fc8190a3cb45e59d9dcfcd completed April 1, 2026, 3:06 p.m.
NEDg Description generation batch_69cd37e96d7c8190b486d3e33a7f4f82 completed April 1, 2026, 3:21 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e9d362481908283d58b03c7ef9b completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:37 p.m.