Triple

T317049
Position Surface form Disambiguated ID Type / Status
Subject Cambridgeshire E7729 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object A14 road
The A14 road is a major trunk route in England that links the Midlands to the East Coast, serving as a key freight and commuter corridor including through Cambridgeshire.
 E40867 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: A14 road | Statement: [Cambridgeshire, hasTransportInfrastructure, A14 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A14 road
Context triple: [Cambridgeshire, hasTransportInfrastructure, A14 road]
  • A. A12 road
    The A12 road is a major trunk route in eastern England that connects London with coastal towns in Essex and Suffolk before continuing toward Norfolk.
  • B. A24 road
    The A24 road is a major route in southeast England that connects London to the south coast, passing through counties such as Surrey and West Sussex.
  • C. A25 road
    The A25 road is an important east–west route in South East England that runs through Surrey and connects several towns between Guildford and Sevenoaks.
  • 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. A151 road
    The A151 road is a regional route in eastern England that connects several towns and villages in Lincolnshire, providing an important east–west link between the A1 and the Fens.
  • 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: A14 road
Triple: [Cambridgeshire, hasTransportInfrastructure, A14 road]
Generated description
The A14 road is a major trunk route in England that links the Midlands to the East Coast, serving as a key freight and commuter corridor including through Cambridgeshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A14 road
Target entity description: The A14 road is a major trunk route in England that links the Midlands to the East Coast, serving as a key freight and commuter corridor including through Cambridgeshire.
  • A. A12 road
    The A12 road is a major trunk route in eastern England that connects London with coastal towns in Essex and Suffolk before continuing toward Norfolk.
  • B. A24 road
    The A24 road is a major route in southeast England that connects London to the south coast, passing through counties such as Surrey and West Sussex.
  • C. A25 road
    The A25 road is an important east–west route in South East England that runs through Surrey and connects several towns between Guildford and Sevenoaks.
  • 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. A151 road
    The A151 road is a regional route in eastern England that connects several towns and villages in Lincolnshire, providing an important east–west link between the A1 and the Fens.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea65ca7081908093e6aaaf2d34f7 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b8d7d88190b43f7b6b0289445f completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c964b7a48190afa7cada4a499739 completed March 1, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69a3c9bc3eec81909e6d1b7af6cf7d58 completed March 1, 2026, 5:08 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.