Triple

T21290774
Position Surface form Disambiguated ID Type / Status
Subject A299 road E524781 entity
Predicate hasBypass P12840 FINISHED
Object Herne Bay bypass
The Herne Bay bypass is a section of roadway in Kent, England, designed to divert through-traffic around the coastal town of Herne Bay to reduce congestion and improve traffic flow.
E1477952 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: Herne Bay bypass | Statement: [A299 road, hasBypass, Herne Bay bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herne Bay bypass
Context triple: [A299 road, hasBypass, Herne Bay bypass]
  • A. Whitstable bypass
    Whitstable bypass is a section of roadway designed to divert through-traffic around the town of Whitstable in Kent, England, reducing congestion in the town center.
  • B. Folkestone Bypass
    The Folkestone Bypass is a major road section designed to divert through-traffic around the town of Folkestone in Kent, improving traffic flow and reducing congestion in the area.
  • C. Maidstone Bypass
    Maidstone Bypass is a major stretch of roadway designed to divert through-traffic around the town of Maidstone in Kent, England, reducing congestion in the town center.
  • D. Worthing–Lancing bypass
    The Worthing–Lancing bypass is a section of road in West Sussex, England, designed to divert through-traffic around the coastal towns of Worthing and Lancing to reduce congestion on local streets.
  • E. Chelmsford bypass
    The Chelmsford bypass is a major roadway designed to divert through-traffic around the city of Chelmsford, reducing congestion in the urban center.
  • 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: Herne Bay bypass
Triple: [A299 road, hasBypass, Herne Bay bypass]
Generated description
The Herne Bay bypass is a section of roadway in Kent, England, designed to divert through-traffic around the coastal town of Herne Bay to reduce congestion and improve traffic flow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herne Bay bypass
Target entity description: The Herne Bay bypass is a section of roadway in Kent, England, designed to divert through-traffic around the coastal town of Herne Bay to reduce congestion and improve traffic flow.
  • A. Whitstable bypass
    Whitstable bypass is a section of roadway designed to divert through-traffic around the town of Whitstable in Kent, England, reducing congestion in the town center.
  • B. Folkestone Bypass
    The Folkestone Bypass is a major road section designed to divert through-traffic around the town of Folkestone in Kent, improving traffic flow and reducing congestion in the area.
  • C. Maidstone Bypass
    Maidstone Bypass is a major stretch of roadway designed to divert through-traffic around the town of Maidstone in Kent, England, reducing congestion in the town center.
  • D. Worthing–Lancing bypass
    The Worthing–Lancing bypass is a section of road in West Sussex, England, designed to divert through-traffic around the coastal towns of Worthing and Lancing to reduce congestion on local streets.
  • E. Chelmsford bypass
    The Chelmsford bypass is a major roadway designed to divert through-traffic around the city of Chelmsford, reducing congestion in the urban center.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d9467881908ec5b1dec76e6f5d completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ecd1028819083142cd48f23af6d completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a09a00a019881908bffa0f23e7527b4 completed May 17, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_6a09a0ca5c988190adb34c37c54737cc completed May 17, 2026, 11:04 a.m.
Created at: April 16, 2026, 4:04 p.m.