Triple

T15632773
Position Surface form Disambiguated ID Type / Status
Subject Love/Hate E375858 entity
Predicate portrayedBy P1507 FINISHED
Object Tom Vaughan-Lawlor
Tom Vaughan-Lawlor is an Irish actor best known for his critically acclaimed role as crime boss Nidge in the television drama series "Love/Hate."
E1177701 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: Tom Vaughan-Lawlor | Statement: [Love/Hate, portrayedBy, Tom Vaughan-Lawlor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Vaughan-Lawlor
Context triple: [Love/Hate, portrayedBy, Tom Vaughan-Lawlor]
  • A. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • B. Richard O'Callaghan
    Richard O'Callaghan is a British actor known for his roles in film, television, and theatre, particularly in the later entries of the "Carry On" comedy series.
  • C. Martin Doherty
    Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
  • D. Kevin Tighe
    Kevin Tighe is an American actor best known for his role as firefighter-paramedic Roy DeSoto on the television series "Emergency!" and for numerous character roles in film and television.
  • E. Kevin O’Hare
    Kevin O’Hare is a British former dancer and prominent ballet director best known for leading London’s Royal Ballet.
  • 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: Tom Vaughan-Lawlor
Triple: [Love/Hate, portrayedBy, Tom Vaughan-Lawlor]
Generated description
Tom Vaughan-Lawlor is an Irish actor best known for his critically acclaimed role as crime boss Nidge in the television drama series "Love/Hate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Vaughan-Lawlor
Target entity description: Tom Vaughan-Lawlor is an Irish actor best known for his critically acclaimed role as crime boss Nidge in the television drama series "Love/Hate."
  • A. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • B. Richard O'Callaghan
    Richard O'Callaghan is a British actor known for his roles in film, television, and theatre, particularly in the later entries of the "Carry On" comedy series.
  • C. Martin Doherty
    Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
  • D. Kevin Tighe
    Kevin Tighe is an American actor best known for his role as firefighter-paramedic Roy DeSoto on the television series "Emergency!" and for numerous character roles in film and television.
  • E. Kevin O’Hare
    Kevin O’Hare is a British former dancer and prominent ballet director best known for leading London’s Royal Ballet.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eb7338881909f3c430bb73f91d1 completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff908b1d6c819086441305b55f81fb completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff92b08cac8190b654f4182c0fa7b4 completed May 9, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff935e5d3881908215b6f45b7b6bf5 completed May 9, 2026, 8:04 p.m.
Created at: April 10, 2026, 4:14 a.m.