Triple

T2804233
Position Surface form Disambiguated ID Type / Status
Subject Anne-Marie Duff E54013 entity
Predicate notableRole P22 FINISHED
Object Fiona Gallagher in Shameless
Fiona Gallagher in Shameless is the tough, resourceful eldest daughter of the dysfunctional Gallagher family, who effectively becomes a surrogate parent to her siblings while navigating poverty, relationships, and personal turmoil in the British TV series Shameless.
E299574 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: Fiona Gallagher in Shameless | Statement: [Anne-Marie Duff, notableRole, Fiona Gallagher in Shameless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiona Gallagher in Shameless
Context triple: [Anne-Marie Duff, notableRole, Fiona Gallagher in Shameless]
  • A. Eve Myles
    Eve Myles is a Welsh actress best known for her leading roles in the science fiction series "Torchwood" and the drama "Keeping Faith."
  • B. Bridget O’Connor
    Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
  • C. Eve Hewson
    Eve Hewson is an Irish actress known for her roles in films like "The Knick," "Bridge of Spies," and the series "Bad Sisters."
  • D. Kelly Macdonald
    Kelly Macdonald is a Scottish actress known for her roles in films like "Trainspotting" and "No Country for Old Men" and in television series such as "Boardwalk Empire."
  • E. Moira Kelly
    Moira Kelly is an American actress best known for her film and television roles, including voicing the adult Nala in Disney’s "The Lion King" and starring in series like "The West Wing" and "One Tree Hill."
  • 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: Fiona Gallagher in Shameless
Triple: [Anne-Marie Duff, notableRole, Fiona Gallagher in Shameless]
Generated description
Fiona Gallagher in Shameless is the tough, resourceful eldest daughter of the dysfunctional Gallagher family, who effectively becomes a surrogate parent to her siblings while navigating poverty, relationships, and personal turmoil in the British TV series Shameless.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiona Gallagher in Shameless
Target entity description: Fiona Gallagher in Shameless is the tough, resourceful eldest daughter of the dysfunctional Gallagher family, who effectively becomes a surrogate parent to her siblings while navigating poverty, relationships, and personal turmoil in the British TV series Shameless.
  • A. Anna Friel
    Anna Friel is an English actress known for her versatile performances in television, film, and theatre, including her acclaimed role in the series "Pushing Daisies."
  • B. Eve Myles
    Eve Myles is a Welsh actress best known for her leading roles in the science fiction series "Torchwood" and the drama "Keeping Faith."
  • C. Bridget O’Connor
    Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
  • D. Eve Hewson
    Eve Hewson is an Irish actress known for her roles in films like "The Knick," "Bridge of Spies," and the series "Bad Sisters."
  • E. Kelly Macdonald
    Kelly Macdonald is a Scottish actress known for her roles in films like "Trainspotting" and "No Country for Old Men" and in television series such as "Boardwalk Empire."
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde1409148190a06a401185a26b64 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc674217c81908177b088cc824e7b completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc863133c8190b129a55f8d28966f completed March 10, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_69afc8d43e608190b33159a464dc2e8c completed March 10, 2026, 7:31 a.m.
Created at: March 6, 2026, 9:59 p.m.