Triple
T13993776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank |
E336643
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Julian Gallagher
Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
|
E1075178
|
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: Julian Gallagher | Statement: [Frank, producer, Julian Gallagher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julian Gallagher Context triple: [Frank, producer, Julian Gallagher]
-
A.
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.
-
B.
John Andrew Gallagher
John Andrew Gallagher was a prominent British historian known for his influential work on the history of the British Empire and decolonization.
-
C.
Adam Gough
Adam Gough is a British film editor known for his work on acclaimed films such as "Da 5 Bloods" and "Roma."
-
D.
Michael Devine
Michael Devine was an Irish republican hunger striker and INLA member who died during the 1981 Maze Prison hunger strike in Northern Ireland.
-
E.
Shaun Gallagher
Shaun Gallagher is a contemporary American philosopher best known for his work in phenomenology and the philosophy of mind, particularly on embodied cognition and self-consciousness.
- 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: Julian Gallagher Triple: [Frank, producer, Julian Gallagher]
Generated description
Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julian Gallagher Target entity description: Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
-
A.
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.
-
B.
John Andrew Gallagher
John Andrew Gallagher was a prominent British historian known for his influential work on the history of the British Empire and decolonization.
-
C.
Adam Gough
Adam Gough is a British film editor known for his work on acclaimed films such as "Da 5 Bloods" and "Roma."
-
D.
Michael Devine
Michael Devine was an Irish republican hunger striker and INLA member who died during the 1981 Maze Prison hunger strike in Northern Ireland.
-
E.
Shaun Gallagher
Shaun Gallagher is a contemporary American philosopher best known for his work in phenomenology and the philosophy of mind, particularly on embodied cognition and self-consciousness.
- 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb3b5d881909f15a1e08bb202f3 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc32789e08190be0f1d1685dcc90e |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fbc6d1048081908fb2e798cbc9902f |
completed | May 6, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbc76610008190bd3c7f357666c8db |
completed | May 6, 2026, 10:57 p.m. |
Created at: April 9, 2026, 10:19 p.m.