Triple

T5101149
Position Surface form Disambiguated ID Type / Status
Subject Severance E114982 entity
Predicate director P255 FINISHED
Object Aoife McArdle
Aoife McArdle is an Irish director and filmmaker known for her visually distinctive work in television, film, and music videos, including episodes of the series "Severance."
 E494437 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: Aoife McArdle | Statement: [Severance, director, Aoife McArdle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aoife McArdle
Context triple: [Severance, director, Aoife McArdle]
  • A. Lara McDonnell
    Lara McDonnell is an Irish actress known for her roles in films such as "Belfast" (2021) and "Artemis Fowl."
  • B. Abbie Mills
    Abbie Mills is a main protagonist in the supernatural drama series "Sleepy Hollow," portrayed as a determined police lieutenant who partners with Ichabod Crane to battle otherworldly threats.
  • C. Jessica Ennis-Hill
    Jessica Ennis-Hill is a British former heptathlete and Olympic gold medallist widely regarded as one of the greatest female track and field athletes of her generation.
  • D. Aislinn O'Sullivan
    Aislinn O'Sullivan is an Irish woman best known as the wife of U2 guitarist The Edge.
  • E. Shalane Flanagan
    Shalane Flanagan is an American long-distance runner and Olympic medalist known for winning the 2017 New York City Marathon.
  • 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: Aoife McArdle
Triple: [Severance, director, Aoife McArdle]
Generated description
Aoife McArdle is an Irish director and filmmaker known for her visually distinctive work in television, film, and music videos, including episodes of the series "Severance."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aoife McArdle
Target entity description: Aoife McArdle is an Irish director and filmmaker known for her visually distinctive work in television, film, and music videos, including episodes of the series "Severance."
  • A. Lara McDonnell
    Lara McDonnell is an Irish actress known for her roles in films such as "Belfast" (2021) and "Artemis Fowl."
  • B. Abbie Mills
    Abbie Mills is a main protagonist in the supernatural drama series "Sleepy Hollow," portrayed as a determined police lieutenant who partners with Ichabod Crane to battle otherworldly threats.
  • C. Jessica Ennis-Hill
    Jessica Ennis-Hill is a British former heptathlete and Olympic gold medallist widely regarded as one of the greatest female track and field athletes of her generation.
  • D. Aislinn O'Sullivan
    Aislinn O'Sullivan is an Irish woman best known as the wife of U2 guitarist The Edge.
  • E. Shalane Flanagan
    Shalane Flanagan is an American long-distance runner and Olympic medalist known for winning the 2017 New York City Marathon.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7584ed408190a6d1086588f24faa completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba8d24388190882b9933a2a798c4 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbe7e8e081909814e97001f8cf89 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebd33f25c8190a5d9b78ef71847e3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:40 p.m.