Triple
T18507858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liam Gallagher (Shameless) |
E452245
|
entity |
| Predicate | biologicalMotherInPlot |
P83333
|
FINISHED |
| Object | Monica Gallagher (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: Monica Gallagher (Shameless) | Statement: [Liam Gallagher (Shameless), biologicalMotherInPlot, Monica Gallagher (Shameless)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monica Gallagher (Shameless) Context triple: [Liam Gallagher (Shameless), biologicalMotherInPlot, Monica Gallagher (Shameless)]
-
A.
Monica Gallagher (Shameless)
chosen
Monica Gallagher is the deeply troubled, often absent mother in the TV series "Shameless," whose instability and neglect profoundly shape the chaotic lives of her children.
-
B.
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.
-
C.
Monica Dolan
Monica Dolan is a British actress known for her acclaimed work in television, film, and theatre, including award-winning performances in dramas such as "Appropriate Adult."
-
D.
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.
-
E.
Rachel O’Connor
Rachel O’Connor is a film producer known for her work on the tennis drama movie "Challengers."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: biologicalMotherInPlot Context triple: [Liam Gallagher (Shameless), biologicalMotherInPlot, Monica Gallagher (Shameless)]
-
A.
hasFictionalMother
Indicates that one entity is the fictional mother of another entity within a narrative or fictional context.
-
B.
biologicalParent
chosen
Indicates that one entity is the natural (genetic) parent of another entity.
-
C.
motherWas
Indicates that one entity was the mother (biological or adoptive) of another entity at some time in the past.
-
D.
isMotherOf
Indicates that one entity is the female parent who has given birth to or legally/ socially parents the other entity.
-
E.
possibleMother
Indicates that one entity could be the biological or adoptive mother of another, but this relationship is uncertain or not definitively established.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e469dbf5208190b6fc49e02a087f54 |
completed | April 19, 2026, 5:36 a.m. |
Created at: April 10, 2026, 11:36 a.m.