Triple

T18507774
Position Surface form Disambiguated ID Type / Status
Subject Debbie Gallagher E452244 entity
Predicate portrayedBy P1507 FINISHED
Object Emma Kenney
Emma Kenney is an American actress best known for playing Debbie Gallagher on the U.S. version of the television series "Shameless."
E1327802 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: Emma Kenney | Statement: [Debbie Gallagher, portrayedBy, Emma Kenney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emma Kenney
Context triple: [Debbie Gallagher, portrayedBy, Emma Kenney]
  • A. Kelsey Dohring
    Kelsey Dohring is an actress known for playing Chrissy Seaver on the television sitcom "Growing Pains."
  • B. Keke Palmer
    Keke Palmer is an American actress, singer, and television personality known for her versatile roles in film and TV, including her acclaimed performance in Jordan Peele's horror film "Nope."
  • C. Dakota O'Donnell
    Dakota O'Donnell is one of the adopted children of American comedian, actress, and television personality Rosie O'Donnell.
  • D. Camilla Luddington
    Camilla Luddington is an English actress best known for playing Dr. Jo Wilson on the television series "Grey's Anatomy" and voicing Lara Croft in the "Tomb Raider" video game franchise.
  • E. Olivia Holt
    Olivia Holt is an American actress and singer best known for her leading role as Tandy Bowen/Dagger in the Marvel television series "Cloak & Dagger."
  • 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: Emma Kenney
Triple: [Debbie Gallagher, portrayedBy, Emma Kenney]
Generated description
Emma Kenney is an American actress best known for playing Debbie Gallagher on the U.S. version of the television series "Shameless."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emma Kenney
Target entity description: Emma Kenney is an American actress best known for playing Debbie Gallagher on the U.S. version of the television series "Shameless."
  • A. Kelsey Dohring
    Kelsey Dohring is an actress known for playing Chrissy Seaver on the television sitcom "Growing Pains."
  • B. Keke Palmer
    Keke Palmer is an American actress, singer, and television personality known for her versatile roles in film and TV, including her acclaimed performance in Jordan Peele's horror film "Nope."
  • C. Dakota O'Donnell
    Dakota O'Donnell is one of the adopted children of American comedian, actress, and television personality Rosie O'Donnell.
  • D. Camilla Luddington
    Camilla Luddington is an English actress best known for playing Dr. Jo Wilson on the television series "Grey's Anatomy" and voicing Lara Croft in the "Tomb Raider" video game franchise.
  • E. Olivia Holt
    Olivia Holt is an American actress and singer best known for her leading role as Tandy Bowen/Dagger in the Marvel television series "Cloak & Dagger."
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471470bfc8190bf64c367d2e37a81 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a047dabf1e481908179fd57c83215d0 completed May 13, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_6a047e5148a08190b3288b2a07c7ed78 completed May 13, 2026, 1:36 p.m.
Created at: April 10, 2026, 11:36 a.m.