Triple

T4623839
Position Surface form Disambiguated ID Type / Status
Subject Halifax Regional Municipality E101047 entity
Predicate hasAttraction P105 FINISHED
Object 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.
E456297 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: Halifax Waterfront | Statement: [Halifax Regional Municipality, hasAttraction, Halifax Waterfront]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halifax Waterfront
Context triple: [Halifax Regional Municipality, hasAttraction, Halifax Waterfront]
  • A. Bristol Harbourside
    Bristol Harbourside is a regenerated historic dockland area in Bristol, England, known for its waterfront attractions, museums, restaurants, and cultural venues.
  • B. 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.
  • C. Washington Harbour complex
    The Washington Harbour complex is a prominent mixed-use development along the Georgetown waterfront in Washington, D.C., featuring offices, restaurants, residences, and public spaces overlooking the Potomac River.
  • D. Cardiff Bay waterfront
    Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
  • E. Heritage Quay
    Heritage Quay is a waterfront development area in Lowestoft, England, featuring leisure, cultural, and tourism amenities linked to the town’s maritime heritage.
  • 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: Halifax Waterfront
Triple: [Halifax Regional Municipality, hasAttraction, Halifax Waterfront]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halifax Waterfront
Target entity description: 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.
  • A. Bristol Harbourside
    Bristol Harbourside is a regenerated historic dockland area in Bristol, England, known for its waterfront attractions, museums, restaurants, and cultural venues.
  • B. 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.
  • C. Washington Harbour complex
    The Washington Harbour complex is a prominent mixed-use development along the Georgetown waterfront in Washington, D.C., featuring offices, restaurants, residences, and public spaces overlooking the Potomac River.
  • D. Cardiff Bay waterfront
    Cardiff Bay waterfront is a redeveloped docklands area in Cardiff known for its modern cultural attractions, restaurants, and scenic views along the bay.
  • E. Heritage Quay
    Heritage Quay is a waterfront development area in Lowestoft, England, featuring leisure, cultural, and tourism amenities linked to the town’s maritime heritage.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a06d6248190a613be9784dd1ef4 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaa564988190b565c26b9cd3d3be completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb6fa3fc8190b79b641025710eb1 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbeddd7c8190955bd3363fec4ca1 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:13 p.m.