Triple
T8153370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unreal Unearth |
E190383
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stuart Johnson
Stuart Johnson is a music producer known for his work on Hozier’s 2023 album "Unreal Unearth."
|
E727291
|
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 Johnson | Statement: [Unreal Unearth, producer, Stuart Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Johnson Context triple: [Unreal Unearth, producer, Stuart Johnson]
-
A.
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.
-
B.
Gregg Johnson
Gregg Johnson is a fictional character appearing in the 1949 adventure film "Mighty Joe Young."
-
C.
Stuart Evers
Stuart Evers is a British writer and critic known for his short stories and novels exploring contemporary life and relationships.
-
D.
Greg Johnson
Greg Johnson is a television writer and producer best known for co-creating the animated series "Pacific Rim: The Black" and his work on various Marvel animated shows.
-
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 Johnson Triple: [Unreal Unearth, producer, Stuart Johnson]
Generated description
Stuart Johnson is a music producer known for his work on Hozier’s 2023 album "Unreal Unearth."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Johnson Target entity description: Stuart Johnson is a music producer known for his work on Hozier’s 2023 album "Unreal Unearth."
-
A.
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.
-
B.
Gregg Johnson
Gregg Johnson is a fictional character appearing in the 1949 adventure film "Mighty Joe Young."
-
C.
Stuart Evers
Stuart Evers is a British writer and critic known for his short stories and novels exploring contemporary life and relationships.
-
D.
Greg Johnson
Greg Johnson is a television writer and producer best known for co-creating the animated series "Pacific Rim: The Black" and his work on various Marvel animated shows.
-
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
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_69ca82bfeb6481909d07b91b5cf69f59 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb44d4494c8190aad2ee302e90670f |
completed | March 31, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc6804a0c819091a6f46ef6c5670d |
completed | April 2, 2026, 1:29 a.m. |
| NEDg | Description generation | batch_69cdcb8cbd3c8190b467ecbcf55231e9 |
completed | April 2, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdccff097c819099a33612504468e1 |
completed | April 2, 2026, 1:57 a.m. |
Created at: March 30, 2026, 5:37 p.m.