Triple

T7226632
Position Surface form Disambiguated ID Type / Status
Subject Hamilton Street Railway bus services E154796 entity
Predicate regionServed P82 FINISHED
Object Flamborough
Flamborough is a largely rural community within the city of Hamilton, Ontario, known for its small towns, conservation areas, and agricultural landscape.
 E650081 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: Flamborough | Statement: [Hamilton Street Railway bus services, regionServed, Flamborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flamborough
Context triple: [Hamilton Street Railway bus services, regionServed, Flamborough]
  • A. Rainworth
    Rainworth is a village in Nottinghamshire, England, known as a residential community near the town of Mansfield.
  • B. Flamborough Head
    Flamborough Head is a prominent chalk headland on the Yorkshire coast of England, known for its dramatic cliffs, rich seabird colonies, and historic maritime significance.
  • C. Croft Head
    Croft Head is a prominent hill in the Ettrick Hills of the Southern Uplands in Scotland, known for its rounded summit and scenic walking routes.
  • D. Gortnahoe
    Gortnahoe is a small rural village in Ireland known for its agricultural surroundings and traditional community life.
  • E. Leybourne
    Leybourne is a village and civil parish in Kent, England, known for its residential character and proximity to the town of West Malling.
  • 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: Flamborough
Triple: [Hamilton Street Railway bus services, regionServed, Flamborough]
Generated description
Flamborough is a largely rural community within the city of Hamilton, Ontario, known for its small towns, conservation areas, and agricultural landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flamborough
Target entity description: Flamborough is a largely rural community within the city of Hamilton, Ontario, known for its small towns, conservation areas, and agricultural landscape.
  • A. Rainworth
    Rainworth is a village in Nottinghamshire, England, known as a residential community near the town of Mansfield.
  • B. Flamborough Head
    Flamborough Head is a prominent chalk headland on the Yorkshire coast of England, known for its dramatic cliffs, rich seabird colonies, and historic maritime significance.
  • C. Croft Head
    Croft Head is a prominent hill in the Ettrick Hills of the Southern Uplands in Scotland, known for its rounded summit and scenic walking routes.
  • D. Gortnahoe
    Gortnahoe is a small rural village in Ireland known for its agricultural surroundings and traditional community life.
  • E. Leybourne
    Leybourne is a village and civil parish in Kent, England, known for its residential character and proximity to the town of West Malling.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc17a3788190842a852fb4b96185 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cccdde308190a02c6892f61025e2 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd7e891c8190a6a82227addac434 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:54 p.m.