Triple
T18594510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ian Gallagher |
E454457
|
entity |
| Predicate | hasRomanticRelationshipWith |
P9994
|
FINISHED |
| Object | Caleb (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: Caleb (Shameless US) | Statement: [Ian Gallagher, hasRomanticRelationshipWith, Caleb (Shameless US)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caleb (Shameless US) Context triple: [Ian Gallagher, hasRomanticRelationshipWith, Caleb (Shameless US)]
-
A.
Caleb
Caleb is a male given name of Hebrew origin meaning "devotion" or "whole-hearted," commonly used in English-speaking countries.
-
B.
Caleb
Caleb is a character portrayed by M. Emmet Walsh, best known as the scheming Texas private detective in the Coen brothers’ neo-noir film "Blood Simple."
-
C.
Caleb Garth
Caleb Garth is a hardworking, honest land agent and family man in George Eliot’s novel "Middlemarch," known for his integrity and practical wisdom.
-
D.
Caleb Brewster
Caleb Brewster was a real-life American Revolutionary War soldier and daring whaleboat captain who served as a key courier in George Washington’s Culper Spy Ring.
-
E.
Caleb James
Caleb James is a hip-hop artist known for his work with the Chicago-based rap collective SaveMoney.
- 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: Caleb (Shameless US) Target entity description: 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.
-
A.
Caleb
Caleb is a male given name of Hebrew origin meaning "devotion" or "whole-hearted," commonly used in English-speaking countries.
-
B.
Caleb
Caleb is a character portrayed by M. Emmet Walsh, best known as the scheming Texas private detective in the Coen brothers’ neo-noir film "Blood Simple."
-
C.
Caleb Garth
Caleb Garth is a hardworking, honest land agent and family man in George Eliot’s novel "Middlemarch," known for his integrity and practical wisdom.
-
D.
Caleb Brewster
Caleb Brewster was a real-life American Revolutionary War soldier and daring whaleboat captain who served as a key courier in George Washington’s Culper Spy Ring.
-
E.
Caleb James
Caleb James is a hip-hop artist known for his work with the Chicago-based rap collective SaveMoney.
- 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.