Triple
T18594516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ian Gallagher |
E454457
|
entity |
| Predicate | biologicalFather |
P1908
|
FINISHED |
| Object | Ned (Shameless US) |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ned (Shameless US) | Statement: [Ian Gallagher, biologicalFather, Ned (Shameless US)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ned (Shameless US) Context triple: [Ian Gallagher, biologicalFather, Ned (Shameless US)]
-
A.
Trevor (Shameless US)
Trevor is a transgender man and social worker in the U.S. version of *Shameless* who becomes one of Ian Gallagher’s significant love interests.
-
B.
Neddy
Neddy is Princess Bubblegum’s timid, jelly-like brother who lives beneath the Candy Kingdom in Adventure Time and powers its infrastructure by producing candy juice.
-
C.
Caleb (Shameless US)
Caleb is a recurring character on the U.S. version of Shameless, known as a paramedic who becomes one of Ian Gallagher’s significant boyfriends during the series.
-
D.
Ned
Ned is a central character in Robert Silverberg’s science fiction novel "The Book of Skulls," one of four college students who seek an ancient order promising immortality at a terrible cost.
-
E.
Ned
Ned is a common English diminutive form of the given name Edward.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ned (Shameless US) Target entity description: Ned is a minor character in the U.S. version of *Shameless*, known primarily as the older, wealthy man who has a secret relationship with Ian Gallagher.
-
A.
Trevor (Shameless US)
Trevor is a transgender man and social worker in the U.S. version of *Shameless* who becomes one of Ian Gallagher’s significant love interests.
-
B.
Neddy
Neddy is Princess Bubblegum’s timid, jelly-like brother who lives beneath the Candy Kingdom in Adventure Time and powers its infrastructure by producing candy juice.
-
C.
Caleb (Shameless US)
Caleb is a recurring character on the U.S. version of Shameless, known as a paramedic who becomes one of Ian Gallagher’s significant boyfriends during the series.
-
D.
Ned
Ned is a central character in Robert Silverberg’s science fiction novel "The Book of Skulls," one of four college students who seek an ancient order promising immortality at a terrible cost.
-
E.
Ned
Ned is a common English diminutive form of the given name Edward.
- F. None of above. chosen
Provenance (2 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e545b8d76881909db1539c7150befb |
completed | April 19, 2026, 9:14 p.m. |
Created at: April 10, 2026, 11:44 a.m.