Triple

T21389024
Position Surface form Disambiguated ID Type / Status
Subject Maybole E527587 entity
Predicate hasRoad P959 FINISHED
Object A77 bypass
The A77 bypass is a road built to divert through-traffic around the town of Maybole in South Ayrshire, Scotland, improving safety and reducing congestion in the area.
 E1480702 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: A77 bypass | Statement: [Maybole, hasRoad, A77 bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A77 bypass
Context triple: [Maybole, hasRoad, A77 bypass]
  • A. Fier bypass
    Fier bypass is a major road infrastructure project in Albania designed to divert traffic around the city of Fier and improve regional connectivity and traffic flow.
  • B. EM Bypass
    EM Bypass is a major arterial roadway in Kolkata, India, that runs along the eastern edge of the city and connects several key neighborhoods and transport hubs.
  • C. Nuriootpa bypass
    The Nuriootpa bypass is a roadway in South Australia that diverts through-traffic around the town of Nuriootpa in the Barossa Valley to improve traffic flow and safety.
  • D. A705
    A705 is a regional road in the United Kingdom that provides a transport link to the town of Howden.
  • E. A79
    A79 is a designated route number used for a specific A-class road within the United Kingdom’s road 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: A77 bypass
Triple: [Maybole, hasRoad, A77 bypass]
Generated description
The A77 bypass is a road built to divert through-traffic around the town of Maybole in South Ayrshire, Scotland, improving safety and reducing congestion in the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A77 bypass
Target entity description: The A77 bypass is a road built to divert through-traffic around the town of Maybole in South Ayrshire, Scotland, improving safety and reducing congestion in the area.
  • A. Fier bypass
    Fier bypass is a major road infrastructure project in Albania designed to divert traffic around the city of Fier and improve regional connectivity and traffic flow.
  • B. EM Bypass
    EM Bypass is a major arterial roadway in Kolkata, India, that runs along the eastern edge of the city and connects several key neighborhoods and transport hubs.
  • C. Nuriootpa bypass
    The Nuriootpa bypass is a roadway in South Australia that diverts through-traffic around the town of Nuriootpa in the Barossa Valley to improve traffic flow and safety.
  • D. A705
    A705 is a regional road in the United Kingdom that provides a transport link to the town of Howden.
  • E. A79
    A79 is a designated route number used for a specific A-class road within the United Kingdom’s road 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62cbfef08190a33ac1f198c82cd0 completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09b42a4fa88190a167206cedb206ab completed May 17, 2026, 12:27 p.m.
NEDg Description generation batch_6a09b4bd826c8190968bc43f22a5a290 completed May 17, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09b543ce9881909073c30b7749757b completed May 17, 2026, 12:32 p.m.
Created at: April 16, 2026, 5:12 p.m.