Triple

T1217926
Position Surface form Disambiguated ID Type / Status
Subject Cumbernauld E26148 entity
Predicate roadServedBy P385 FINISHED
Object A80 road
The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
 E332252 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: A80 road | Statement: [Cumbernauld, roadServedBy, A80 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A80 road
Context triple: [Cumbernauld, roadServedBy, A80 road]
  • A. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • B. A85 road
    The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
  • C. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • D. A89 road
    The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
  • E. A90 road
    The A90 road is a major trunk route in eastern Scotland that runs between Edinburgh and Fraserburgh, linking key cities such as Dundee and Aberdeen.
  • 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: A80 road
Triple: [Cumbernauld, roadServedBy, A80 road]
Generated description
The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A80 road
Target entity description: The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
  • A. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • B. A85 road
    The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
  • C. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • D. A89 road
    The A89 road is a major route in central Scotland that runs between Glasgow and Newbridge near Edinburgh, serving towns across the Central Belt.
  • E. A90 road
    The A90 road is a major trunk route in eastern Scotland that runs between Edinburgh and Fraserburgh, linking key cities such as Dundee and Aberdeen.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be08157c8190b248bb75b922644f completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22465a5fc8190a4ce058a97e921cb completed March 12, 2026, 2:26 a.m.
NEDg Description generation batch_69b22534ce008190b3870460b6542a50 completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b22903b428819083af822577861a6b completed March 12, 2026, 2:46 a.m.
Created at: March 1, 2026, 7:46 p.m.