Triple

T9162319
Position Surface form Disambiguated ID Type / Status
Subject Grantham Canal E219854 entity
Predicate restorationPartner P77068 FINISHED
Object Grantham Canal Society
Grantham Canal Society is a volunteer-led charitable organization dedicated to preserving, restoring, and promoting the historic Grantham Canal in England.
E781421 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: Grantham Canal Society | Statement: [Grantham Canal, restorationPartner, Grantham Canal Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grantham Canal Society
Context triple: [Grantham Canal, restorationPartner, Grantham Canal Society]
  • A. Kennet and Avon Canal Trust
    The Kennet and Avon Canal Trust is a charitable organization dedicated to preserving, maintaining, and promoting the historic Kennet and Avon Canal for public benefit and heritage conservation.
  • B. Huddersfield Canal Society
    The Huddersfield Canal Society is a volunteer-based organization dedicated to preserving, promoting, and enhancing the Huddersfield Narrow Canal and its surrounding heritage.
  • C. Canal & River Trust
    Canal & River Trust is a charitable organization responsible for caring for and maintaining much of England and Wales’s historic canal and river network.
  • D. Basingstoke Canal Authority
    The Basingstoke Canal Authority is the organization responsible for the conservation, operation, and public management of the Basingstoke Canal in southern England.
  • E. Grantham Canal
    The Grantham Canal is a historic English waterway in the East Midlands that once linked the town of Grantham to the national canal network, primarily serving 18th- and 19th-century trade and now valued for leisure and wildlife.
  • 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: Grantham Canal Society
Triple: [Grantham Canal, restorationPartner, Grantham Canal Society]
Generated description
Grantham Canal Society is a volunteer-led charitable organization dedicated to preserving, restoring, and promoting the historic Grantham Canal in England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grantham Canal Society
Target entity description: Grantham Canal Society is a volunteer-led charitable organization dedicated to preserving, restoring, and promoting the historic Grantham Canal in England.
  • A. Kennet and Avon Canal Trust
    The Kennet and Avon Canal Trust is a charitable organization dedicated to preserving, maintaining, and promoting the historic Kennet and Avon Canal for public benefit and heritage conservation.
  • B. Huddersfield Canal Society
    The Huddersfield Canal Society is a volunteer-based organization dedicated to preserving, promoting, and enhancing the Huddersfield Narrow Canal and its surrounding heritage.
  • C. Canal & River Trust
    Canal & River Trust is a charitable organization responsible for caring for and maintaining much of England and Wales’s historic canal and river network.
  • D. Basingstoke Canal Authority
    The Basingstoke Canal Authority is the organization responsible for the conservation, operation, and public management of the Basingstoke Canal in southern England.
  • E. Grantham Canal
    The Grantham Canal is a historic English waterway in the East Midlands that once linked the town of Grantham to the national canal network, primarily serving 18th- and 19th-century trade and now valued for leisure and wildlife.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: restorationPartner
Context triple: [Grantham Canal, restorationPartner, Grantham Canal Society]
  • A. restorationSupervisedBy
    Indicates that the restoration process of an object or site is overseen, directed, or managed by a specified supervising entity.
  • B. restoredBy
    Indicates that an entity has been returned to a previous or improved state through the actions or intervention of another entity.
  • C. restorationType
    Indicates the specific kind or category of restoration applied to an entity, such as the method, scope, or approach used to return it to a prior or improved state.
  • D. preservationPartner chosen
    Indicates a relationship where one entity collaborates with or supports another in preserving, protecting, or maintaining something (such as resources, heritage, or data) over time.
  • E. restoredInPart
    Indicates that something has been brought back to a previous or improved state, but only partially rather than fully.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaa2c1a9881909b7100b6e436386d completed April 1, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054770a0c819095cf0a7cc8d1a057 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d0551895e48190bf1a4754bb5ab94c completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d055b23f8c8190973832f60402c703 completed April 4, 2026, 12:05 a.m.
PD Predicate disambiguation batch_69cc6605c6808190a30d92da006206ac completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:21 p.m.