Triple

T2219254
Position Surface form Disambiguated ID Type / Status
Subject Talyllyn Railway E48102 entity
Predicate supportingOrganization P13222 FINISHED
Object Talyllyn Railway Preservation Society
The Talyllyn Railway Preservation Society is a volunteer-based organization dedicated to preserving, operating, and promoting the historic Talyllyn narrow-gauge railway in Wales.
E48102 NE FINISHED

How this triple was built (5 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: Talyllyn Railway Preservation Society | Statement: [Talyllyn Railway, supportingOrganization, Talyllyn Railway Preservation Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talyllyn Railway Preservation Society
Context triple: [Talyllyn Railway, supportingOrganization, Talyllyn Railway Preservation Society]
  • A. Talyllyn Railway
    Talyllyn Railway is a historic narrow-gauge heritage railway in Wales, renowned as the world’s first preserved railway to be operated primarily by volunteers.
  • B. Cambrian Heritage Railways
    Cambrian Heritage Railways is a preserved heritage railway in Shropshire, England, dedicated to restoring and operating former Cambrian Railways lines and rolling stock for historical and tourist purposes.
  • C. Chiltern Railways
    Chiltern Railways is a British train operating company providing passenger rail services primarily between London and the Midlands.
  • D. Mid Hants Railway
    Mid Hants Railway, also known as the Watercress Line, is a preserved heritage railway in Hampshire, England, famed for its steam-hauled services through scenic countryside.
  • E. North Yorkshire Moors Railway
    North Yorkshire Moors Railway is a heritage steam and diesel railway in North Yorkshire, England, offering scenic journeys through the North York Moors National Park.
  • 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: Talyllyn Railway Preservation Society
Triple: [Talyllyn Railway, supportingOrganization, Talyllyn Railway Preservation Society]
Generated description
The Talyllyn Railway Preservation Society is a volunteer-based organization dedicated to preserving, operating, and promoting the historic Talyllyn narrow-gauge railway in Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talyllyn Railway Preservation Society
Target entity description: The Talyllyn Railway Preservation Society is a volunteer-based organization dedicated to preserving, operating, and promoting the historic Talyllyn narrow-gauge railway in Wales.
  • A. Talyllyn Railway chosen
    Talyllyn Railway is a historic narrow-gauge heritage railway in Wales, renowned as the world’s first preserved railway to be operated primarily by volunteers.
  • B. Cambrian Heritage Railways
    Cambrian Heritage Railways is a preserved heritage railway in Shropshire, England, dedicated to restoring and operating former Cambrian Railways lines and rolling stock for historical and tourist purposes.
  • C. Chiltern Railways
    Chiltern Railways is a British train operating company providing passenger rail services primarily between London and the Midlands.
  • D. Mid Hants Railway
    Mid Hants Railway, also known as the Watercress Line, is a preserved heritage railway in Hampshire, England, famed for its steam-hauled services through scenic countryside.
  • E. North Yorkshire Moors Railway
    North Yorkshire Moors Railway is a heritage steam and diesel railway in North Yorkshire, England, offering scenic journeys through the North York Moors National Park.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: supportingOrganization
Context triple: [Talyllyn Railway, supportingOrganization, Talyllyn Railway Preservation Society]
  • A. supportsOrganization chosen
    Indicates that one entity provides assistance, resources, or advocacy that helps sustain or advance an organization.
  • B. sponsoringOrganizationType
    Indicates the kind or category of organization that provides sponsorship or support in the described relationship or activity.
  • C. targetOrganization
    Indicates that one entity is the organization that is the focus, recipient, or primary subject of another entity’s action, service, or relationship.
  • D. proposedOrganization
    Indicates that an entity has been suggested or put forward as an organization, typically as a candidate for formal recognition, involvement, or participation.
  • E. controlledOrganization
    Indicates that one entity has the authority to direct, manage, or significantly influence the operations and decisions of another organization.
  • F. None of above.

Provenance (6 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc011d50c8190b1c375cc633f8189 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae655b369c8190a5d12b87401534d7 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
PD Predicate disambiguation batch_69abbdac31d8819092d17815e11921e9 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:46 p.m.