Triple

T13814807
Position Surface form Disambiguated ID Type / Status
Subject Schitt's Creek E331985 entity
Predicate hasCastMember P2308 FINISHED
Object Emily Hampshire
Emily Hampshire is a Canadian actress best known for her role as Stevie Budd on the acclaimed television sitcom "Schitt's Creek."
E1064286 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: Emily Hampshire | Statement: [Schitt's Creek, hasCastMember, Emily Hampshire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emily Hampshire
Context triple: [Schitt's Creek, hasCastMember, Emily Hampshire]
  • A. Emily Williamson
    Emily Williamson was a pioneering British conservationist who co-founded what became the Royal Society for the Protection of Birds, helping launch the modern bird protection movement.
  • B. Kat Barton
    Kat Barton is a key supporting character who aids the main protagonist in their journey, often providing crucial assistance and companionship.
  • C. Emily Firth
    Emily Firth is the daughter of Canadian-American actress and novelist Meg Tilly.
  • D. Michelle Stafford
    Michelle Stafford is an American actress best known for her long-running role as Phyllis Summers on the soap opera "The Young and the Restless."
  • E. Adele Malpass
    Adele Malpass is an American political commentator and journalist known for her work in conservative media and her involvement in Republican politics.
  • 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: Emily Hampshire
Triple: [Schitt's Creek, hasCastMember, Emily Hampshire]
Generated description
Emily Hampshire is a Canadian actress best known for her role as Stevie Budd on the acclaimed television sitcom "Schitt's Creek."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emily Hampshire
Target entity description: Emily Hampshire is a Canadian actress best known for her role as Stevie Budd on the acclaimed television sitcom "Schitt's Creek."
  • A. Emily Williamson
    Emily Williamson was a pioneering British conservationist who co-founded what became the Royal Society for the Protection of Birds, helping launch the modern bird protection movement.
  • B. Kat Barton
    Kat Barton is a key supporting character who aids the main protagonist in their journey, often providing crucial assistance and companionship.
  • C. Emily Firth
    Emily Firth is the daughter of Canadian-American actress and novelist Meg Tilly.
  • D. Michelle Stafford
    Michelle Stafford is an American actress best known for her long-running role as Phyllis Summers on the soap opera "The Young and the Restless."
  • E. Adele Malpass
    Adele Malpass is an American political commentator and journalist known for her work in conservative media and her involvement in Republican politics.
  • 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.