Triple
T18507824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liam Gallagher (Shameless) |
E452245
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object | Debbie Gallagher (Shameless) |
—
|
NE NERFINISHED |
How this triple was built (2 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 (Shameless) | Statement: [Liam Gallagher (Shameless), sibling, Debbie Gallagher (Shameless)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Gallagher (Shameless) Context triple: [Liam Gallagher (Shameless), sibling, Debbie Gallagher (Shameless)]
-
A.
Debbie Gallagher (UK Shameless)
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.
-
B.
Debbie Gallagher
chosen
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.
-
C.
Bridget Dowling
Bridget Dowling was an Irish woman best known as the first wife of Alois Hitler Jr. and thus Adolf Hitler’s sister-in-law.
-
D.
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."
-
E.
Nina Feeney
Nina Feeney is a central character on the television drama "Everwood," known as a warm, down-to-earth neighbor and close friend to the Brown family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.