Triple
T18507776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Gallagher |
E452244
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | Debbie Gallagher (UK Shameless) |
—
|
NE NERFINISHED |
How this triple was built (3 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 Gallagher (UK Shameless) | Statement: [Debbie Gallagher, basedOn, Debbie Gallagher (UK Shameless)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Gallagher (UK Shameless) Context triple: [Debbie Gallagher, basedOn, Debbie Gallagher (UK Shameless)]
-
A.
Debbie Gallagher
Debbie Gallagher is a central member of the dysfunctional Gallagher family in the U.S. version of "Shameless," known for her early maturity, complex coming-of-age struggles, and shifting role from innocent child to conflicted young mother.
-
B.
Debbie O’Malley
Debbie O’Malley is a screenwriter best known for her work on the television drama "The Guilty."
-
C.
Annabelle Dunne
Annabelle Dunne is a film and television producer known for her work on projects such as the 2023 adaptation of "The Caine Mutiny Court-Martial."
-
D.
Christina Pickles
Christina Pickles is a British-American actress best known for her roles on the television series "St. Elsewhere" and as Judy Geller on the sitcom "Friends."
-
E.
Fiona Gallagher
Fiona Gallagher is a tough, resourceful young woman who serves as the de facto matriarch of the dysfunctional Gallagher family in the U.S. version of the TV series "Shameless."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debbie Gallagher (UK Shameless) Target entity description: Debbie Gallagher (UK Shameless) is a highly intelligent yet emotionally troubled middle daughter of the Gallagher family in the British TV series "Shameless," known for her early maturity, resourcefulness, and complex moral choices.
-
A.
Debbie Gallagher
Debbie Gallagher is a central member of the dysfunctional Gallagher family in the U.S. version of "Shameless," known for her early maturity, complex coming-of-age struggles, and shifting role from innocent child to conflicted young mother.
-
B.
Debbie O’Malley
Debbie O’Malley is a screenwriter best known for her work on the television drama "The Guilty."
-
C.
Annabelle Dunne
Annabelle Dunne is a film and television producer known for her work on projects such as the 2023 adaptation of "The Caine Mutiny Court-Martial."
-
D.
Christina Pickles
Christina Pickles is a British-American actress best known for her roles on the television series "St. Elsewhere" and as Judy Geller on the sitcom "Friends."
-
E.
Fiona Gallagher
Fiona Gallagher is a tough, resourceful young woman who serves as the de facto matriarch of the dysfunctional Gallagher family in the U.S. version of the TV series "Shameless."
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 11:36 a.m.