Triple
T4559648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shameless (U.S. TV series) |
E120561
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Fiona Gallagher
Fiona Gallagher is a tough, resourceful young woman who serves as the de facto matriarch of the dysfunctional Gallagher family in the U.S. version of the TV series "Shameless."
|
E464990
|
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: Fiona Gallagher | Statement: [Shameless (U.S. TV series), mainCharacter, Fiona Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiona Gallagher Context triple: [Shameless (U.S. TV series), mainCharacter, Fiona Gallagher]
-
A.
Fiona Larkin
Fiona Larkin is a recurring character in the television series "Sons of Anarchy," known as the estranged wife of SAMCRO member Chibs Telford and mother of their daughter, Kerrianne.
-
B.
Tara Fitzgerald
Tara Fitzgerald is an English actress known for her work in film, television, and theatre, including roles in "Brassed Off" and "Game of Thrones."
-
C.
Crista Flanagan
Crista Flanagan is an American actress and comedian best known for her work on the sketch series MADtv and appearances in parody films.
-
D.
Bridget O’Connor
Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
-
E.
Eithne Brennan
Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
- 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: Fiona Gallagher Triple: [Shameless (U.S. TV series), mainCharacter, Fiona Gallagher]
Generated description
Fiona Gallagher is a tough, resourceful young woman who serves as the de facto matriarch of the dysfunctional Gallagher family in the U.S. version of the TV series "Shameless."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiona Gallagher Target entity description: Fiona Gallagher is a tough, resourceful young woman who serves as the de facto matriarch of the dysfunctional Gallagher family in the U.S. version of the TV series "Shameless."
-
A.
Fiona Larkin
Fiona Larkin is a recurring character in the television series "Sons of Anarchy," known as the estranged wife of SAMCRO member Chibs Telford and mother of their daughter, Kerrianne.
-
B.
Tara Fitzgerald
Tara Fitzgerald is an English actress known for her work in film, television, and theatre, including roles in "Brassed Off" and "Game of Thrones."
-
C.
Crista Flanagan
Crista Flanagan is an American actress and comedian best known for her work on the sketch series MADtv and appearances in parody films.
-
D.
Bridget O’Connor
Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
-
E.
Eithne Brennan
Eithne Brennan is the birth name of Enya, the Irish singer, songwriter, and musician renowned for her ethereal, multi-layered New Age music.
- 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_69be101bf95881908242672ab60e873f |
completed | March 21, 2026, 3:27 a.m. |
| NEDg | Description generation | batch_69be1571333881908355cdbc979a4fee |
completed | March 21, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be15c3e4648190a8c29306261ad5c7 |
completed | March 21, 2026, 3:51 a.m. |
Created at: March 20, 2026, 1:09 p.m.