Triple

T8448065
Position Surface form Disambiguated ID Type / Status
Subject Luke Grimes E199728 entity
Predicate portrayed P1668 FINISHED
Object Ryan Lafferty
Ryan Lafferty is a fictional character from the television drama series "Brothers & Sisters," known as the previously unknown half-brother of the Walker family.
E735938 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: Ryan Lafferty | Statement: [Luke Grimes, portrayed, Ryan Lafferty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan Lafferty
Context triple: [Luke Grimes, portrayed, Ryan Lafferty]
  • A. Ryan Moloney
    Ryan Moloney is an Australian actor best known for his long-running role as Jarrod "Toadfish" Rebecchi on the soap opera Neighbours.
  • B. Patrick Cahill
    Patrick Cahill is a personal name shared by multiple individuals, including various professionals and public figures.
  • C. Brendan McLoughlin
    Brendan McLoughlin is a former New York City police officer who gained public attention through his marriage to country music star Miranda Lambert.
  • D. Kieran Fagan
    Kieran Fagan is an individual notable enough to be recognized as a prominent bearer of the surname Fagan.
  • E. Colin McKendry
    Colin McKendry is a Northern Irish football executive best known for serving as chairman of Coleraine Football Club.
  • 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: Ryan Lafferty
Triple: [Luke Grimes, portrayed, Ryan Lafferty]
Generated description
Ryan Lafferty is a fictional character from the television drama series "Brothers & Sisters," known as the previously unknown half-brother of the Walker family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan Lafferty
Target entity description: Ryan Lafferty is a fictional character from the television drama series "Brothers & Sisters," known as the previously unknown half-brother of the Walker family.
  • A. Ryan Moloney
    Ryan Moloney is an Australian actor best known for his long-running role as Jarrod "Toadfish" Rebecchi on the soap opera Neighbours.
  • B. Patrick Cahill
    Patrick Cahill is a personal name shared by multiple individuals, including various professionals and public figures.
  • C. Brendan McLoughlin
    Brendan McLoughlin is a former New York City police officer who gained public attention through his marriage to country music star Miranda Lambert.
  • D. Kieran Fagan
    Kieran Fagan is an individual notable enough to be recognized as a prominent bearer of the surname Fagan.
  • E. Colin McKendry
    Colin McKendry is a Northern Irish football executive best known for serving as chairman of Coleraine Football Club.
  • 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_69ca83170f9081909cd98f55614c6476 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44480ec8190b32443a53cd4f943 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39b528f08190a0627cb17a0ffef9 completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3bb440a8819085352ea50c39c109 completed April 2, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c698210819098367fdacadc936a completed April 2, 2026, 9:52 a.m.
Created at: March 30, 2026, 6:09 p.m.