Triple

T18507773
Position Surface form Disambiguated ID Type / Status
Subject Debbie Gallagher E452244 entity
Predicate fullName P16 FINISHED
Object Deborah Gallagher
Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
E1406389 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: Deborah Gallagher | Statement: [Debbie Gallagher, fullName, Deborah Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah Gallagher
Context triple: [Debbie Gallagher, fullName, Deborah Gallagher]
  • A. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • B. Deborah Gillespie
    Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
  • C. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • D. Deborah Findlay
    Deborah Findlay is an acclaimed English actress known for her work on stage, television, and film, including notable roles in productions such as "The Lady in the Van" and the TV series "Silk."
  • E. Catherine Gallagher
    Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
  • 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: Deborah Gallagher
Triple: [Debbie Gallagher, fullName, Deborah Gallagher]
Generated description
Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah Gallagher
Target entity description: Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
  • A. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • B. Deborah Gillespie
    Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
  • C. Deborah Dudley
    Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
  • D. Deborah Findlay
    Deborah Findlay is an acclaimed English actress known for her work on stage, television, and film, including notable roles in productions such as "The Lady in the Van" and the TV series "Silk."
  • E. Catherine Gallagher
    Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
  • 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_6a0804e090cc8190b3633950e33811bd completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08092fe1dc8190a2836414b7b439ca completed May 16, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a080a3df1cc8190970766e8bcbcf7f5 completed May 16, 2026, 6:10 a.m.
Created at: April 10, 2026, 11:36 a.m.