Triple
T16635793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freddie Thornhill |
E404197
|
entity |
| Predicate | livesWith |
P4704
|
FINISHED |
| Object |
Stuart Bixby
Stuart Bixby is a central character from the British sitcom "Vicious," known as the long-term, sharp-tongued partner of Freddie Thornhill.
|
E407104
|
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: Stuart Bixby | Statement: [Freddie Thornhill, livesWith, Stuart Bixby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Bixby Context triple: [Freddie Thornhill, livesWith, Stuart Bixby]
-
A.
Stuart Bixby
Stuart Bixby is a sharp-tongued, image-conscious publicist and one of the two central protagonists in the British sitcom "Vicious," portrayed by Derek Jacobi.
-
B.
Stuart Alan Jones
Stuart Alan Jones is a charismatic, hedonistic advertising executive and central figure in the British TV drama "Queer as Folk," known for his unapologetically confident and sexually adventurous lifestyle.
-
C.
Ray Stiles
Ray Stiles is an English bass guitarist best known for his work with the glam rock band Mud before later joining the pop/rock group The Hollies.
-
D.
Gil Buckman
Gil Buckman is the anxious but well-meaning father and central figure in the film "Parenthood," whose struggles with family, career, and personal expectations drive much of the story’s humor and heart.
-
E.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
- 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: Stuart Bixby Triple: [Freddie Thornhill, livesWith, Stuart Bixby]
Generated description
Stuart Bixby is a central character from the British sitcom "Vicious," known as the long-term, sharp-tongued partner of Freddie Thornhill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Bixby Target entity description: Stuart Bixby is a central character from the British sitcom "Vicious," known as the long-term, sharp-tongued partner of Freddie Thornhill.
-
A.
Stuart Bixby
chosen
Stuart Bixby is a sharp-tongued, image-conscious publicist and one of the two central protagonists in the British sitcom "Vicious," portrayed by Derek Jacobi.
-
B.
Stuart Alan Jones
Stuart Alan Jones is a charismatic, hedonistic advertising executive and central figure in the British TV drama "Queer as Folk," known for his unapologetically confident and sexually adventurous lifestyle.
-
C.
Ray Stiles
Ray Stiles is an English bass guitarist best known for his work with the glam rock band Mud before later joining the pop/rock group The Hollies.
-
D.
Gil Buckman
Gil Buckman is the anxious but well-meaning father and central figure in the film "Parenthood," whose struggles with family, career, and personal expectations drive much of the story’s humor and heart.
-
E.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
- F. None of above.
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_69d8838a41f08190b0c3f79c47df5078 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e378e999d48190bff680040dbc883d |
completed | April 18, 2026, 12:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aaeaf4388190aa5340a01938b3f2 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00ab6a378c81909617da9720b51161 |
completed | May 10, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00abf09fe4819082ee0c6c6f702822 |
completed | May 10, 2026, 4:01 p.m. |
Created at: April 10, 2026, 5:17 a.m.