Triple
T4559650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shameless (U.S. TV series) |
E120561
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Ian Gallagher
Ian Gallagher is a central character in the U.S. version of "Shameless," known for his complex journey involving his sexuality, mental health struggles, and turbulent relationships within the dysfunctional Gallagher family.
|
E454457
|
NE FINISHED |
How this triple was built (4 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: Ian Gallagher | Statement: [Shameless (U.S. TV series), mainCharacter, Ian Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ian Gallagher Context triple: [Shameless (U.S. TV series), mainCharacter, Ian Gallagher]
-
A.
Frank McAvennie
Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
-
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.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
D.
Stuart Maynard
Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
-
E.
Andrew McGahan
Andrew McGahan was an acclaimed Australian novelist and screenwriter known for his darkly comic and socially incisive works, including the Miles Franklin Award–winning novel "The White Earth."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ian Gallagher Triple: [Shameless (U.S. TV series), mainCharacter, Ian Gallagher]
Generated description
Ian Gallagher is a central character in the U.S. version of "Shameless," known for his complex journey involving his sexuality, mental health struggles, and turbulent relationships within the dysfunctional Gallagher family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ian Gallagher Target entity description: Ian Gallagher is a central character in the U.S. version of "Shameless," known for his complex journey involving his sexuality, mental health struggles, and turbulent relationships within the dysfunctional Gallagher family.
-
A.
Frank McAvennie
Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
-
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.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
D.
Stuart Maynard
Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
-
E.
Andrew McGahan
Andrew McGahan was an acclaimed Australian novelist and screenwriter known for his darkly comic and socially incisive works, including the Miles Franklin Award–winning novel "The White Earth."
- F. None of above. chosen
Provenance (5 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd582b871c8190be0b70c76d639000 |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0766e70819080159402ca147bf5 |
completed | March 21, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69bde1b0c678819090b9c3687cc6f93c |
completed | March 21, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde20b203c8190af425aa041267e08 |
completed | March 21, 2026, 12:10 a.m. |
Created at: March 20, 2026, 1:09 p.m.