Triple

T23255305
Position Surface form Disambiguated ID Type / Status
Subject Lenham railway station E581851 entity
Predicate borough P300 FINISHED
Object Borough of Maidstone
The Borough of Maidstone is a local government district in Kent, England, centered on the county town of Maidstone and encompassing a mix of urban areas, villages, and rural countryside.
E47635 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: Borough of Maidstone | Statement: [Lenham railway station, borough, Borough of Maidstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borough of Maidstone
Context triple: [Lenham railway station, borough, Borough of Maidstone]
  • A. Maidstone and The Weald
    Maidstone and The Weald is a UK parliamentary constituency in Kent, represented in the House of Commons and centered on the town of Maidstone and its surrounding rural area known as the Weald.
  • B. Maidstone
    Maidstone is a large historic town in southeast England that serves as the administrative and commercial center of the county of Kent.
  • C. Maidstone
    Maidstone is a residential suburb of Upper Hutt in the Wellington region of New Zealand, known for its local parks and community facilities.
  • D. Borough of Gravesham
    The Borough of Gravesham is a local government district and borough in north-west Kent, England, centered on the town of Gravesend and encompassing surrounding urban and rural areas along the River Thames.
  • E. Maidstone East
    Maidstone East is a main railway station in Maidstone, Kent, providing regional services to London and other destinations in southeast England.
  • 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: Borough of Maidstone
Triple: [Lenham railway station, borough, Borough of Maidstone]
Generated description
The Borough of Maidstone is a local government district in Kent, England, centered on the county town of Maidstone and encompassing a mix of urban areas, villages, and rural countryside.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borough of Maidstone
Target entity description: The Borough of Maidstone is a local government district in Kent, England, centered on the county town of Maidstone and encompassing a mix of urban areas, villages, and rural countryside.
  • A. Maidstone and The Weald
    Maidstone and The Weald is a UK parliamentary constituency in Kent, represented in the House of Commons and centered on the town of Maidstone and its surrounding rural area known as the Weald.
  • B. Maidstone chosen
    Maidstone is a large historic town in southeast England that serves as the administrative and commercial center of the county of Kent.
  • C. Maidstone
    Maidstone is a residential suburb of Upper Hutt in the Wellington region of New Zealand, known for its local parks and community facilities.
  • D. Borough of Gravesham
    The Borough of Gravesham is a local government district and borough in north-west Kent, England, centered on the town of Gravesend and encompassing surrounding urban and rural areas along the River Thames.
  • E. Maidstone East
    Maidstone East is a main railway station in Maidstone, Kent, providing regional services to London and other destinations in southeast England.
  • F. None of above.

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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193fadac881908579b5729718ee41 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f6a050c81908242087190a5a42e completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c40297d3c8190b366b60cec3dbbf8 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40ffd67481908931ffc2d91fb02b completed May 19, 2026, 10:52 a.m.
Created at: April 17, 2026, 4:11 p.m.