Triple
T18507877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gallagher family (Shameless US) |
E452246
|
entity |
| Predicate | hasFamilyMember |
P7844
|
FINISHED |
| Object | Frank Gallagher |
—
|
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: Frank Gallagher | Statement: [Gallagher family (Shameless US), hasFamilyMember, Frank Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Gallagher Context triple: [Gallagher family (Shameless US), hasFamilyMember, Frank Gallagher]
-
A.
Frank Gallagher
chosen
Frank Gallagher is the chronically scheming, alcoholic patriarch of the dysfunctional Gallagher family in the U.S. television series "Shameless."
-
B.
Lip Gallagher
Lip Gallagher is a highly intelligent yet self-destructive young man from a dysfunctional Chicago family in the U.S. TV series "Shameless," known for his academic brilliance, sarcasm, and struggles with addiction and responsibility.
-
C.
Franny Gallagher
Franny Gallagher is the young daughter of Debbie Gallagher in the television series "Shameless."
-
D.
J. J. Connolly
J. J. Connolly is a British author and screenwriter best known for his crime novel "Layer Cake" and its film adaptation.
-
E.
Jordan Gallagher
Jordan Gallagher is a central character in the family sitcom "Ruby & the Rockits," portrayed as a musically inclined teen navigating life and relationships within a showbiz 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.