Triple

T13814904
Position Surface form Disambiguated ID Type / Status
Subject Heartland E331987 entity
Predicate developer P73 FINISHED
Object Heather Conkie
Heather Conkie is a Canadian television writer and producer best known as the longtime showrunner and head writer of the family drama series "Heartland."
E1064293 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: Heather Conkie | Statement: [Heartland, developer, Heather Conkie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Conkie
Context triple: [Heartland, developer, Heather Conkie]
  • A. Heather Whinna
    Heather Whinna is an American writer, filmmaker, and radio producer known for her work on projects like the radio series "Love and Radio" and for her collaborations with the independent music and arts community.
  • B. Heather Van Norman
    Heather Van Norman is a former standout collegiate track and field athlete and coach, best known as the mother of NFL wide receiver Odell Beckham Jr.
  • C. Heather Goldenhersh
    Heather Goldenhersh is an American actress best known for her work on stage and screen, including her acclaimed performance in the film and play "Doubt."
  • D. Grace McKagan
    Grace McKagan is an American singer and model best known as the frontwoman of the rock band The Pink Slips and the daughter of Guns N' Roses bassist Duff McKagan.
  • E. Heather Faulkiner
    Heather Faulkiner is known as the wife of prominent American sportscaster Marv Albert.
  • 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: Heather Conkie
Triple: [Heartland, developer, Heather Conkie]
Generated description
Heather Conkie is a Canadian television writer and producer best known as the longtime showrunner and head writer of the family drama series "Heartland."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Conkie
Target entity description: Heather Conkie is a Canadian television writer and producer best known as the longtime showrunner and head writer of the family drama series "Heartland."
  • A. Heather Whinna
    Heather Whinna is an American writer, filmmaker, and radio producer known for her work on projects like the radio series "Love and Radio" and for her collaborations with the independent music and arts community.
  • B. Heather Van Norman
    Heather Van Norman is a former standout collegiate track and field athlete and coach, best known as the mother of NFL wide receiver Odell Beckham Jr.
  • C. Heather Goldenhersh
    Heather Goldenhersh is an American actress best known for her work on stage and screen, including her acclaimed performance in the film and play "Doubt."
  • D. Grace McKagan
    Grace McKagan is an American singer and model best known as the frontwoman of the rock band The Pink Slips and the daughter of Guns N' Roses bassist Duff McKagan.
  • E. Heather Faulkiner
    Heather Faulkiner is known as the wife of prominent American sportscaster Marv Albert.
  • 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_69f7b9d773f881908660e8a0645d318d completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7bbf47c888190be32a4105903120a completed May 3, 2026, 9:19 p.m.
Created at: April 9, 2026, 10:12 p.m.