Triple
T18507885
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gallagher family (Shameless US) |
E452246
|
entity |
| Predicate | hasFamilyMember |
P7844
|
FINISHED |
| Object | Sammi Slott |
—
|
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: Sammi Slott | Statement: [Gallagher family (Shameless US), hasFamilyMember, Sammi Slott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sammi Slott Context triple: [Gallagher family (Shameless US), hasFamilyMember, Sammi Slott]
-
A.
Gardell
Gardell is a Swedish surname most notably associated with comedian, author, and playwright Jonas Gardell.
-
B.
Sara Esberg
Sara Esberg is a television producer known for her executive production work on series such as the psychological horror show "Swarm."
-
C.
Melinda Karlsson
Melinda Karlsson is known as the wife of Swedish NHL star defenseman Erik Karlsson and has been involved in various charitable and public activities alongside him.
-
D.
Elin Kling
Elin Kling is a Swedish fashion blogger, designer, and entrepreneur known for co-founding the fashion label Totême and influencing Scandinavian style.
-
E.
Rya Kihlstedt
Rya Kihlstedt is an American actress known for her work in film and television, including prominent roles in series such as "A Teacher."
- 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: Sammi Slott Target entity description: Sammi Slott is a recurring character on the U.S. version of "Shameless," known as Frank Gallagher’s estranged and troubled daughter whose arrival further complicates the dysfunctional family’s life.
-
A.
Gardell
Gardell is a Swedish surname most notably associated with comedian, author, and playwright Jonas Gardell.
-
B.
Sara Esberg
Sara Esberg is a television producer known for her executive production work on series such as the psychological horror show "Swarm."
-
C.
Melinda Karlsson
Melinda Karlsson is known as the wife of Swedish NHL star defenseman Erik Karlsson and has been involved in various charitable and public activities alongside him.
-
D.
Elin Kling
Elin Kling is a Swedish fashion blogger, designer, and entrepreneur known for co-founding the fashion label Totême and influencing Scandinavian style.
-
E.
Rya Kihlstedt
Rya Kihlstedt is an American actress known for her work in film and television, including prominent roles in series such as "A Teacher."
- 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.