Triple
T4559649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shameless (U.S. TV series) |
E120561
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
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.
|
E453289
|
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: Lip Gallagher | Statement: [Shameless (U.S. TV series), mainCharacter, Lip Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lip Gallagher Context triple: [Shameless (U.S. TV series), mainCharacter, Lip Gallagher]
-
A.
Blackie Gallagher
Blackie Gallagher is a central character in the 1934 crime drama film "Manhattan Melodrama," portrayed as a charismatic but morally conflicted gangster whose life contrasts sharply with that of his upstanding childhood friend.
-
B.
Frank Gallagher
Frank Gallagher is the chronically scheming, alcoholic patriarch of the dysfunctional Gallagher family in the U.S. television series "Shameless."
-
C.
Eddie Byrne
Eddie Byrne was an Irish-born character actor known for his supporting roles in mid-20th-century British films and television.
-
D.
David O'Hara
David O'Hara is a Scottish actor known for his versatile character roles in film and television, including appearances in productions such as Braveheart, The Departed, and various crime dramas.
-
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: Lip Gallagher Triple: [Shameless (U.S. TV series), mainCharacter, Lip Gallagher]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lip Gallagher Target entity description: 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.
-
A.
Blackie Gallagher
Blackie Gallagher is a central character in the 1934 crime drama film "Manhattan Melodrama," portrayed as a charismatic but morally conflicted gangster whose life contrasts sharply with that of his upstanding childhood friend.
-
B.
Frank Gallagher
Frank Gallagher is the chronically scheming, alcoholic patriarch of the dysfunctional Gallagher family in the U.S. television series "Shameless."
-
C.
Eddie Byrne
Eddie Byrne was an Irish-born character actor known for his supporting roles in mid-20th-century British films and television.
-
D.
David O'Hara
David O'Hara is a Scottish actor known for his versatile character roles in film and television, including appearances in productions such as Braveheart, The Departed, and various crime dramas.
-
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_69bdd3a139f08190a0211d5848ccdfad |
completed | March 20, 2026, 11:09 p.m. |
| NEDg | Description generation | batch_69bdd45654a48190a2e0e39a15991e80 |
completed | March 20, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdd4a6ec948190a0da6094ecf0e6d7 |
completed | March 20, 2026, 11:13 p.m. |
Created at: March 20, 2026, 1:09 p.m.