Triple

T2014138
Position Surface form Disambiguated ID Type / Status
Subject Estcourt E43755 entity
Predicate servedByRoad P385 FINISHED
Object R103 regional road
The R103 regional road is a South African route that runs through KwaZulu-Natal, including the town of Estcourt, generally following the old alignment of the N3 between major inland centers.
E226197 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: R103 regional road | Statement: [Estcourt, servedByRoad, R103 regional road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R103 regional road
Context triple: [Estcourt, servedByRoad, R103 regional road]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: R103 regional road
Triple: [Estcourt, servedByRoad, R103 regional road]
Generated description
The R103 regional road is a South African route that runs through KwaZulu-Natal, including the town of Estcourt, generally following the old alignment of the N3 between major inland centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R103 regional road
Target entity description: The R103 regional road is a South African route that runs through KwaZulu-Natal, including the town of Estcourt, generally following the old alignment of the N3 between major inland centers.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b42d508190bf2b63132bb2ad77 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aeca6388190befe0630d44de109 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0bb8b34c81908f817bb1fbcb1873 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c20aaf48190852334f9c76d0d18 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.