Triple

T13814920
Position Surface form Disambiguated ID Type / Status
Subject Heartland E331987 entity
Predicate mainCharacter P1183 FINISHED
Object Ty Borden
Ty Borden is a central character in the Canadian television series "Heartland," known as a talented horseman with a troubled past who becomes a beloved member of the Bartlett-Fleming family.
E1063757 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: Ty Borden | Statement: [Heartland, mainCharacter, Ty Borden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ty Borden
Context triple: [Heartland, mainCharacter, Ty Borden]
  • A. Calder Willingham
    Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
  • B. William Keene
    William Keene was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • C. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • D. John Henry Patterson
    John Henry Patterson was an American industrialist and business pioneer best known for building the National Cash Register Company (NCR) into a major corporation and for innovating modern sales and management techniques.
  • E. John Henry Patterson
    John Henry Patterson was a British soldier and writer best known for commanding early Jewish military units during World War I and for his famous account of hunting the man-eating lions of Tsavo.
  • 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: Ty Borden
Triple: [Heartland, mainCharacter, Ty Borden]
Generated description
Ty Borden is a central character in the Canadian television series "Heartland," known as a talented horseman with a troubled past who becomes a beloved member of the Bartlett-Fleming family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ty Borden
Target entity description: Ty Borden is a central character in the Canadian television series "Heartland," known as a talented horseman with a troubled past who becomes a beloved member of the Bartlett-Fleming family.
  • A. Calder Willingham
    Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
  • B. William Keene
    William Keene was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • C. Gary Starkweather
    Gary Starkweather was an American engineer and inventor best known for creating the laser printer while working at Xerox.
  • D. John Henry Patterson
    John Henry Patterson was an American industrialist and business pioneer best known for building the National Cash Register Company (NCR) into a major corporation and for innovating modern sales and management techniques.
  • E. John Henry Patterson
    John Henry Patterson was a British soldier and writer best known for commanding early Jewish military units during World War I and for his famous account of hunting the man-eating lions of Tsavo.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02806e148190996f58934e66d7d8 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8e0112481909deb31f8614f8b93 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d81f488190875e9b3f885556ab completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba9ba0988190800e685cff4c2186 completed May 3, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:12 p.m.