Triple

T14304255
Position Surface form Disambiguated ID Type / Status
Subject N14 highway E354649 entity
Predicate hasJunctionWith P1018 FINISHED
Object R500 road
The R500 road is a regional route in South Africa that connects various towns and intersects with major national highways.
E1091672 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: R500 road | Statement: [N14 highway, hasJunctionWith, R500 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R500 road
Context triple: [N14 highway, hasJunctionWith, R500 road]
  • A. Mpulungu–Mbala road
    The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
  • B. Limuru Road
    Limuru Road is a major roadway in Nairobi, Kenya, that runs through areas such as Gigiri and connects the city to the town of Limuru and surrounding highland regions.
  • C. National Route N10
    National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
  • D. Bulawayo–Plumtree Road
    The Bulawayo–Plumtree Road is a major highway in southwestern Zimbabwe that links the city of Bulawayo to the Botswana border, serving as a key regional trade and transport corridor.
  • E. N3 road
    The N3 road is a major national primary route in Ireland that connects Dublin to the northwest, passing through towns such as Navan and Cavan.
  • 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: R500 road
Triple: [N14 highway, hasJunctionWith, R500 road]
Generated description
The R500 road is a regional route in South Africa that connects various towns and intersects with major national highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R500 road
Target entity description: The R500 road is a regional route in South Africa that connects various towns and intersects with major national highways.
  • A. Mpulungu–Mbala road
    The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
  • B. Limuru Road
    Limuru Road is a major roadway in Nairobi, Kenya, that runs through areas such as Gigiri and connects the city to the town of Limuru and surrounding highland regions.
  • C. National Route N10
    National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
  • D. Bulawayo–Plumtree Road
    The Bulawayo–Plumtree Road is a major highway in southwestern Zimbabwe that links the city of Bulawayo to the Botswana border, serving as a key regional trade and transport corridor.
  • E. N3 road
    The N3 road is a major national primary route in Ireland that connects Dublin to the northwest, passing through towns such as Navan and Cavan.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85afabe48190926d6098047f4bcf completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2a56a4819095b5c2164b1ad9fb completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3edf42788190b50b1144a7de41df completed May 8, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd3fbd931081908ba0b1838d9be49c completed May 8, 2026, 1:43 a.m.
Created at: April 10, 2026, 1:12 a.m.