Triple

T17210804
Position Surface form Disambiguated ID Type / Status
Subject A20 road E417722 entity
Predicate hasSection P35 FINISHED
Object 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.
E1258098 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: Maidstone Bypass | Statement: [A20 road, hasSection, Maidstone Bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maidstone Bypass
Context triple: [A20 road, hasSection, Maidstone Bypass]
  • A. Sidcup Bypass
    Sidcup Bypass is a major dual carriageway section of the A20 in southeast London and northwest Kent, designed to divert through-traffic around the town of Sidcup.
  • B. 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.
  • C. 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.
  • D. Selby Bypass
    The Selby Bypass is a major road built to divert through-traffic around the town of Selby in North Yorkshire, England, reducing congestion in the town centre.
  • E. Warren Street Bypass
    Warren Street Bypass is a major limited-access highway segment in Reading, Pennsylvania, carrying traffic as part of the regional east–west route network.
  • 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: Maidstone Bypass
Triple: [A20 road, hasSection, Maidstone Bypass]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maidstone Bypass
Target entity description: 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.
  • A. Sidcup Bypass
    Sidcup Bypass is a major dual carriageway section of the A20 in southeast London and northwest Kent, designed to divert through-traffic around the town of Sidcup.
  • B. 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.
  • C. 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.
  • D. Selby Bypass
    The Selby Bypass is a major road built to divert through-traffic around the town of Selby in North Yorkshire, England, reducing congestion in the town centre.
  • E. Warren Street Bypass
    Warren Street Bypass is a major limited-access highway segment in Reading, Pennsylvania, carrying traffic as part of the regional east–west route network.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dc5a51481908d5ea0f9a1e9aa8b completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01674df2cc8190be602b15d49d38d0 completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016c03dab88190926c36f2e6b55861 completed May 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_6a016cba568481908920fe42cae5f153 completed May 11, 2026, 5:44 a.m.
Created at: April 10, 2026, 5:38 a.m.