Triple
T10937974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Shelby |
E258385
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Grace Shelby
Grace Shelby is a key character in the television series "Peaky Blinders," known as an undercover agent who becomes romantically involved with and later marries gang leader Thomas Shelby.
|
E930300
|
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: Grace Shelby | Statement: [Thomas Shelby, spouse, Grace Shelby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grace Shelby Context triple: [Thomas Shelby, spouse, Grace Shelby]
-
A.
Rachel Hill
Rachel Hill is an American professional soccer forward known for her time with the Chicago Red Stars in the National Women's Soccer League.
-
B.
Rochelle Humes
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
-
C.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
D.
Grace Sheffield
Grace Sheffield is the youngest, intellectually precocious daughter in the wealthy Sheffield family on the sitcom "The Nanny."
-
E.
Grace Gealey
Grace Gealey is a Caymanian-American actress best known for her role as Anika Calhoun on the television series "Empire."
- 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: Grace Shelby Triple: [Thomas Shelby, spouse, Grace Shelby]
Generated description
Grace Shelby is a key character in the television series "Peaky Blinders," known as an undercover agent who becomes romantically involved with and later marries gang leader Thomas Shelby.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grace Shelby Target entity description: Grace Shelby is a key character in the television series "Peaky Blinders," known as an undercover agent who becomes romantically involved with and later marries gang leader Thomas Shelby.
-
A.
Rachel Hill
Rachel Hill is an American professional soccer forward known for her time with the Chicago Red Stars in the National Women's Soccer League.
-
B.
Rochelle Humes
Rochelle Humes is a British singer, television presenter, and entrepreneur best known as a member of the girl group The Saturdays and for hosting various UK TV shows.
-
C.
Deborah Gillespie
Deborah Gillespie is an American woman best known as the longtime wife and widow of rock singer and actor Meat Loaf.
-
D.
Grace Sheffield
Grace Sheffield is the youngest, intellectually precocious daughter in the wealthy Sheffield family on the sitcom "The Nanny."
-
E.
Grace Gealey
Grace Gealey is a Caymanian-American actress best known for her role as Anika Calhoun on the television series "Empire."
- 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_69d6aa8769b4819082bfe5e61b9017f0 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d770b12a9881909305db49aa554a1b |
completed | April 9, 2026, 9:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e623e44c188190b5b83cf8f397554c |
completed | April 20, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69e62aee8fb88190b5973c61e692087f |
completed | April 20, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e67394e7f081908fcc602c84eb4a65 |
completed | April 20, 2026, 6:42 p.m. |
Created at: April 8, 2026, 9:23 p.m.