Triple

T7226789
Position Surface form Disambiguated ID Type / Status
Subject Ray Donovan E154799 entity
Predicate abbyDonovanPortrayedBy P1507 FINISHED
Object Paula Malcomson
Paula Malcomson is a Northern Irish actress known for her roles in television series such as Deadwood, Ray Donovan, and Sons of Anarchy, as well as films like The Hunger Games.
E719990 NE FINISHED

How this triple was built (5 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: Paula Malcomson | Statement: [Ray Donovan, abbyDonovanPortrayedBy, Paula Malcomson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paula Malcomson
Context triple: [Ray Donovan, abbyDonovanPortrayedBy, Paula Malcomson]
  • A. Anita Scott
    Anita Scott is known as the wife of former NBA player and coach Byron Scott.
  • B. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • C. Catherine McLeod
    Catherine McLeod was an American film and television actress active in the mid-20th century, known for her roles in dramas and thrillers.
  • D. Patricia Seaton
    Patricia Seaton is best known as the fourth and final wife of British-American actor and Rat Pack member Peter Lawford.
  • E. Eileen Paisley
    Eileen Paisley is a Northern Irish politician and life peer who served as a Democratic Unionist Party representative and is known as the wife of DUP founder and former First Minister Ian Paisley.
  • 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: Paula Malcomson
Triple: [Ray Donovan, abbyDonovanPortrayedBy, Paula Malcomson]
Generated description
Paula Malcomson is a Northern Irish actress known for her roles in television series such as Deadwood, Ray Donovan, and Sons of Anarchy, as well as films like The Hunger Games.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paula Malcomson
Target entity description: Paula Malcomson is a Northern Irish actress known for her roles in television series such as Deadwood, Ray Donovan, and Sons of Anarchy, as well as films like The Hunger Games.
  • A. Anita Scott
    Anita Scott is known as the wife of former NBA player and coach Byron Scott.
  • B. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • C. Catherine McLeod
    Catherine McLeod was an American film and television actress active in the mid-20th century, known for her roles in dramas and thrillers.
  • D. Patricia Seaton
    Patricia Seaton is best known as the fourth and final wife of British-American actor and Rat Pack member Peter Lawford.
  • E. Eileen Paisley
    Eileen Paisley is a Northern Irish politician and life peer who served as a Democratic Unionist Party representative and is known as the wife of DUP founder and former First Minister Ian Paisley.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: abbyDonovanPortrayedBy
Context triple: [Ray Donovan, abbyDonovanPortrayedBy, Paula Malcomson]
  • A. youngerVersionPortrayedBy
    Indicates that one person portrays a younger version of another person, typically in a film, television show, or similar narrative work.
  • B. portrayedBy chosen
    Indicates that one entity serves as the actor or performer who represents or plays the role of another entity in a work or medium.
  • C. supportingCharacterPortrayedBy
    Indicates that a supporting (non-leading) character in a work is portrayed or acted by a specific performer.
  • D. playedBy
    Indicates that a role, character, or performance is portrayed or executed by a specific person or agent.
  • E. portrayedByInSpinOff
    Indicates that an entity is portrayed by a particular actor specifically in a spin-off production related to the original work.
  • F. None of above.

Provenance (6 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69cd336af7c48190956add895fff9c21 completed April 1, 2026, 3:02 p.m.
NEDg Description generation batch_69cd36ecc1d88190a978f1d51b0e1382 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e7822e48190bb573162f224bd8c completed April 1, 2026, 4:57 p.m.
PD Predicate disambiguation batch_69c6e761b7fc8190857794d78af1b468 completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 2:54 p.m.