Triple

T18507772
Position Surface form Disambiguated ID Type / Status
Subject Debbie Gallagher E452244 entity
Predicate givenName P17 FINISHED
Object Debbie
Debbie is a fictional character from the television series "Shameless," known as one of the Gallagher siblings.
 E1327801 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: Debbie | Statement: [Debbie Gallagher, givenName, Debbie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Debbie
Context triple: [Debbie Gallagher, givenName, Debbie]
  • A. Debbie
    Debbie is the fictional lead character portrayed by Debbie Reynolds in the American sitcom "The Debbie Reynolds Show."
  • B. Debbie
    Debbie is a central supporting character in the comedy film "Knocked Up," portrayed as the responsible yet stressed sister of the female lead and wife of Pete.
  • C. Debra
    Debra is a central character in Cory Doctorow's science fiction novel "Down and Out in the Magic Kingdom," set in a futuristic, reputation-based society at Disney World.
  • D. Debra
    Debra is a troubled, introspective teenage employee at the independent record store in the 1995 cult film "Empire Records."
  • E. Debra
    "Debra" is a soulful, tongue-in-cheek R&B-influenced track by Beck, known for its falsetto vocals and humorous, seductive lyrics.
  • 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: Debbie
Triple: [Debbie Gallagher, givenName, Debbie]
Generated description
Debbie is a fictional character from the television series "Shameless," known as one of the Gallagher siblings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Debbie
Target entity description: Debbie is a fictional character from the television series "Shameless," known as one of the Gallagher siblings.
  • A. Debbie
    Debbie is the fictional lead character portrayed by Debbie Reynolds in the American sitcom "The Debbie Reynolds Show."
  • B. Debbie
    Debbie is a central supporting character in the comedy film "Knocked Up," portrayed as the responsible yet stressed sister of the female lead and wife of Pete.
  • C. Debra
    Debra is a central character in Cory Doctorow's science fiction novel "Down and Out in the Magic Kingdom," set in a futuristic, reputation-based society at Disney World.
  • D. Debra
    Debra is a troubled, introspective teenage employee at the independent record store in the 1995 cult film "Empire Records."
  • E. Debra
    "Debra" is a soulful, tongue-in-cheek R&B-influenced track by Beck, known for its falsetto vocals and humorous, seductive lyrics.
  • 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.