Triple

T1962451
Position Surface form Disambiguated ID Type / Status
Subject Port Shepstone E42616 entity
Predicate hasTransport P1298 FINISHED
Object R102 regional road
The R102 regional road is a South African route that runs along parts of the country’s eastern coastline, serving towns such as Port Shepstone as an alternative to the N2 highway.
E218867 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: R102 regional road | Statement: [Port Shepstone, hasTransport, R102 regional road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R102 regional road
Context triple: [Port Shepstone, hasTransport, R102 regional road]
  • A. N6 road
    The N6 road is a major French national highway that historically linked Paris to the southeastern regions of France, passing through cities such as Auxerre.
  • B. R132 road
    The R132 road is a regional roadway in Ireland that runs through County Dublin, serving as a key local route parallel to parts of the M1 and connecting towns such as Swords.
  • C. A10 road
    The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.
  • D. N10 national road
    The N10 national road is a major South African highway that runs inland between the Eastern Cape and Northern Cape, linking coastal cities like Port Elizabeth with the interior.
  • E. N125 road
    The N125 road is a major regional route in Portugal’s Algarve region that runs parallel to the A22 motorway, connecting numerous coastal towns and cities.
  • 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: R102 regional road
Triple: [Port Shepstone, hasTransport, R102 regional road]
Generated description
The R102 regional road is a South African route that runs along parts of the country’s eastern coastline, serving towns such as Port Shepstone as an alternative to the N2 highway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R102 regional road
Target entity description: The R102 regional road is a South African route that runs along parts of the country’s eastern coastline, serving towns such as Port Shepstone as an alternative to the N2 highway.
  • A. N6 road
    The N6 road is a major French national highway that historically linked Paris to the southeastern regions of France, passing through cities such as Auxerre.
  • B. R132 road
    The R132 road is a regional roadway in Ireland that runs through County Dublin, serving as a key local route parallel to parts of the M1 and connecting towns such as Swords.
  • C. A10 road
    The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.
  • D. N10 national road
    The N10 national road is a major South African highway that runs inland between the Eastern Cape and Northern Cape, linking coastal cities like Port Elizabeth with the interior.
  • E. N125 road
    The N125 road is a major regional route in Portugal’s Algarve region that runs parallel to the A22 motorway, connecting numerous coastal towns and cities.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3aae8c48190afae2cf3af2ae4e9 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd133908190add1c78d91a813ef completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6d7fb08190959ee247d0060f4c completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd2f68f48190ad23db5ca6ae663a completed March 8, 2026, 10:50 p.m.
Created at: March 4, 2026, 7:36 p.m.