Triple

T18664405
Position Surface form Disambiguated ID Type / Status
Subject Town of Bedford E456288 entity
Predicate hasLandmark P105 FINISHED
Object Bedford Waterfront
Bedford Waterfront is a scenic coastal area and community hub in Bedford, Nova Scotia, featuring a boardwalk, marina, and recreational spaces along the Bedford Basin.
E1336438 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: Bedford Waterfront | Statement: [Town of Bedford, hasLandmark, Bedford Waterfront]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bedford Waterfront
Context triple: [Town of Bedford, hasLandmark, Bedford Waterfront]
  • A. Ipswich Waterfront
    Ipswich Waterfront is a redeveloped marina and docklands district in Ipswich known for its mix of historic quays, modern apartments, restaurants, and the University of Suffolk campus along the River Orwell.
  • B. Stratford Waterfront
    Stratford Waterfront is a major cultural and educational district in East London’s Queen Elizabeth Olympic Park, featuring new museums, performance venues, and academic institutions as part of the area’s post-Olympic regeneration.
  • C. Bunbury waterfront
    Bunbury waterfront is a coastal precinct in Bunbury, Western Australia, featuring beaches, recreational areas, and tourism facilities along the shores of Koombana Bay.
  • D. Newburgh Waterfront
    Newburgh Waterfront is a revitalized Hudson River shoreline district in Newburgh, New York, known for its restaurants, marinas, and scenic views of the river and surrounding highlands.
  • E. Halifax Waterfront
    Halifax Waterfront is a popular harbourside boardwalk district in downtown Halifax, Nova Scotia, known for its scenic views, historic sites, shops, restaurants, and cultural events along the harbour.
  • 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: Bedford Waterfront
Triple: [Town of Bedford, hasLandmark, Bedford Waterfront]
Generated description
Bedford Waterfront is a scenic coastal area and community hub in Bedford, Nova Scotia, featuring a boardwalk, marina, and recreational spaces along the Bedford Basin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bedford Waterfront
Target entity description: Bedford Waterfront is a scenic coastal area and community hub in Bedford, Nova Scotia, featuring a boardwalk, marina, and recreational spaces along the Bedford Basin.
  • A. Ipswich Waterfront
    Ipswich Waterfront is a redeveloped marina and docklands district in Ipswich known for its mix of historic quays, modern apartments, restaurants, and the University of Suffolk campus along the River Orwell.
  • B. Stratford Waterfront
    Stratford Waterfront is a major cultural and educational district in East London’s Queen Elizabeth Olympic Park, featuring new museums, performance venues, and academic institutions as part of the area’s post-Olympic regeneration.
  • C. Bunbury waterfront
    Bunbury waterfront is a coastal precinct in Bunbury, Western Australia, featuring beaches, recreational areas, and tourism facilities along the shores of Koombana Bay.
  • D. Newburgh Waterfront
    Newburgh Waterfront is a revitalized Hudson River shoreline district in Newburgh, New York, known for its restaurants, marinas, and scenic views of the river and surrounding highlands.
  • E. Halifax Waterfront
    Halifax Waterfront is a popular harbourside boardwalk district in downtown Halifax, Nova Scotia, known for its scenic views, historic sites, shops, restaurants, and cultural events along the harbour.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5508d2d588190a468bd7b205d2057 completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a051728ac508190a0c2640e8102ebb6 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05196f9d788190a239274167986a00 completed May 14, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_6a051abf2e2c81909c5baca205235ce8 completed May 14, 2026, 12:43 a.m.
Created at: April 10, 2026, 11:48 a.m.