Triple
T18507773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Gallagher |
E452244
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Deborah Gallagher
Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
|
E1406389
|
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: Deborah Gallagher | Statement: [Debbie Gallagher, fullName, Deborah Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Gallagher Context triple: [Debbie Gallagher, fullName, Deborah Gallagher]
-
A.
Deborah Gould
Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
-
B.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
C.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
D.
Deborah Findlay
Deborah Findlay is an acclaimed English actress known for her work on stage, television, and film, including notable roles in productions such as "The Lady in the Van" and the TV series "Silk."
-
E.
Catherine Gallagher
Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
- 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: Deborah Gallagher Triple: [Debbie Gallagher, fullName, Deborah Gallagher]
Generated description
Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Gallagher Target entity description: Deborah "Debbie" Gallagher is a central character from the U.S. television series "Shameless," known as a resilient yet troubled member of the dysfunctional Gallagher family.
-
A.
Deborah Gould
Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
-
B.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
C.
Deborah Dudley
Deborah Dudley was a daughter of Thomas Dudley, the colonial governor of Massachusetts Bay Colony, and a member of his prominent Puritan family in early New England.
-
D.
Deborah Findlay
Deborah Findlay is an acclaimed English actress known for her work on stage, television, and film, including notable roles in productions such as "The Lady in the Van" and the TV series "Silk."
-
E.
Catherine Gallagher
Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344033c8190a0883aef56ba79c3 |
completed | April 19, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0804e090cc8190b3633950e33811bd |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a08092fe1dc8190a2836414b7b439ca |
completed | May 16, 2026, 6:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080a3df1cc8190970766e8bcbcf7f5 |
completed | May 16, 2026, 6:10 a.m. |
Created at: April 10, 2026, 11:36 a.m.