Triple

T22974066
Position Surface form Disambiguated ID Type / Status
Subject Bros E571264 entity
Predicate starredActor P5563 FINISHED
Object Luke Macfarlane
Luke Macfarlane is a Canadian-American actor known for his roles in television dramas like "Brothers & Sisters" and numerous Hallmark movies, as well as for his work in film and on stage.
E1564127 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: Luke Macfarlane | Statement: [Bros, starredActor, Luke Macfarlane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Macfarlane
Context triple: [Bros, starredActor, Luke Macfarlane]
  • A. Luke McRedmond
    Luke McRedmond was an early settler and prominent local figure after whom the city of Redmond, Washington, was named.
  • B. Ed Macfarlane
    Ed Macfarlane is an English singer, songwriter, and frontman best known as the lead vocalist of the indie dance band Friendly Fires.
  • C. Ian Mackley
    Ian Mackley is the husband of British comedian and television personality Julian Clary.
  • D. Bryan MacLean
    Bryan MacLean was an American guitarist and singer-songwriter best known as a member of the 1960s rock band Love, contributing to their influential album "Forever Changes."
  • E. Drew MacFarlane
    Drew MacFarlane is a British musician best known as the guitarist and keyboardist for the indie rock band Glass Animals.
  • 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: Luke Macfarlane
Triple: [Bros, starredActor, Luke Macfarlane]
Generated description
Luke Macfarlane is a Canadian-American actor known for his roles in television dramas like "Brothers & Sisters" and numerous Hallmark movies, as well as for his work in film and on stage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Macfarlane
Target entity description: Luke Macfarlane is a Canadian-American actor known for his roles in television dramas like "Brothers & Sisters" and numerous Hallmark movies, as well as for his work in film and on stage.
  • A. Luke McRedmond
    Luke McRedmond was an early settler and prominent local figure after whom the city of Redmond, Washington, was named.
  • B. Ed Macfarlane
    Ed Macfarlane is an English singer, songwriter, and frontman best known as the lead vocalist of the indie dance band Friendly Fires.
  • C. Ian Mackley
    Ian Mackley is the husband of British comedian and television personality Julian Clary.
  • D. Bryan MacLean
    Bryan MacLean was an American guitarist and singer-songwriter best known as a member of the 1960s rock band Love, contributing to their influential album "Forever Changes."
  • E. Drew MacFarlane
    Drew MacFarlane is a British musician best known as the guitarist and keyboardist for the indie rock band Glass Animals.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182350b448190a34e5fa0167fd964 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca2a23a4819084b0515313dbd2e8 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bccfc76ec8190bf03fb580f4a5b50 completed May 19, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcd615d9081908b30ad2f2efcf4ea completed May 19, 2026, 2:39 a.m.
Created at: April 17, 2026, 3:48 p.m.