Triple
T4559653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shameless (U.S. TV series) |
E120561
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Liam Gallagher (Shameless)
Liam Gallagher is the youngest member of the dysfunctional Gallagher family in the U.S. television series "Shameless," known for growing up amid poverty, neglect, and chaotic family dynamics on Chicago's South Side.
|
E452245
|
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: Liam Gallagher (Shameless) | Statement: [Shameless (U.S. TV series), mainCharacter, Liam Gallagher (Shameless)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Gallagher (Shameless) Context triple: [Shameless (U.S. TV series), mainCharacter, Liam Gallagher (Shameless)]
-
A.
Liam Gallagher
Liam Gallagher is an English singer and songwriter best known as the charismatic frontman of the rock band Oasis and later for his solo career.
-
B.
Noel Gallagher
Noel Gallagher is an English musician and songwriter best known as the lead guitarist and principal songwriter of the rock band Oasis.
-
C.
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.
-
D.
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.
-
E.
Ray Rigby
Ray Rigby was a British screenwriter best known for his work on war and action films in the mid-20th century.
- 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: Liam Gallagher (Shameless) Triple: [Shameless (U.S. TV series), mainCharacter, Liam Gallagher (Shameless)]
Generated description
Liam Gallagher is the youngest member of the dysfunctional Gallagher family in the U.S. television series "Shameless," known for growing up amid poverty, neglect, and chaotic family dynamics on Chicago's South Side.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liam Gallagher (Shameless) Target entity description: Liam Gallagher is the youngest member of the dysfunctional Gallagher family in the U.S. television series "Shameless," known for growing up amid poverty, neglect, and chaotic family dynamics on Chicago's South Side.
-
A.
Liam Gallagher
Liam Gallagher is an English singer and songwriter best known as the charismatic frontman of the rock band Oasis and later for his solo career.
-
B.
Noel Gallagher
Noel Gallagher is an English musician and songwriter best known as the lead guitarist and principal songwriter of the rock band Oasis.
-
C.
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.
-
D.
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.
-
E.
Ray Rigby
Ray Rigby was a British screenwriter best known for his work on war and action films in the mid-20th century.
- 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_69bdc593eaf881908a9043366230b391 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc5f0b52c8190bbfa2a6a22d56725 |
completed | March 20, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc63b1e0881908f861f7c9c5ce3ac |
completed | March 20, 2026, 10:12 p.m. |
Created at: March 20, 2026, 1:09 p.m.