Triple
T18507887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gallagher family (Shameless US) |
E452246
|
entity |
| Predicate | hasFamilyMember |
P7844
|
FINISHED |
| Object | Franny 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: Franny Gallagher | Statement: [Gallagher family (Shameless US), hasFamilyMember, Franny Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franny Gallagher Context triple: [Gallagher family (Shameless US), hasFamilyMember, Franny Gallagher]
-
A.
Franny Gallagher
chosen
Franny Gallagher is the young daughter of Debbie Gallagher in the 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.
Frank Gallagher
Frank Gallagher is the chronically scheming, alcoholic patriarch of the dysfunctional Gallagher family in the U.S. television series "Shameless."
-
D.
Lola Flanery
Lola Flanery is a Canadian-American actress known for roles in television series such as "The 100" and "Shadowhunters."
-
E.
Nevison Gallagher
Nevison Gallagher is a wealthy local businessman and the father of kidnap victim Ann Gallagher in the British crime drama series "Happy Valley."
- 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.