Triple
T22395830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuck in the Middle |
E553626
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Malachi Barton
Malachi Barton is an American child actor best known for his role on the Disney Channel series "Stuck in the Middle" and various other Disney projects.
|
E1533478
|
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: Malachi Barton | Statement: [Stuck in the Middle, starring, Malachi Barton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malachi Barton Context triple: [Stuck in the Middle, starring, Malachi Barton]
-
A.
Malachi Kirby
Malachi Kirby is a British actor known for his powerful performances in film and television, including prominent roles in series like "Roots" and "Black Mirror."
-
B.
Quintin McKellar
Quintin McKellar is a British academic and veterinary scientist who serves as the Vice-Chancellor and Chief Executive of the University of Hertfordshire.
-
C.
Joshua Black
Joshua Black is known as one of the children of billionaire investor and Apollo Global Management co-founder Leon Black.
-
D.
Martell Holt
Martell Holt is a reality television personality and entrepreneur best known for his prominent role on the OWN series "Love & Marriage: Huntsville."
-
E.
Mickah Wallace
Mickah Wallace is a minor but memorable character in the film and novel "The Commitments," known as the tough, somewhat unhinged bouncer who helps protect the band.
- 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: Malachi Barton Triple: [Stuck in the Middle, starring, Malachi Barton]
Generated description
Malachi Barton is an American child actor best known for his role on the Disney Channel series "Stuck in the Middle" and various other Disney projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malachi Barton Target entity description: Malachi Barton is an American child actor best known for his role on the Disney Channel series "Stuck in the Middle" and various other Disney projects.
-
A.
Malachi Kirby
Malachi Kirby is a British actor known for his powerful performances in film and television, including prominent roles in series like "Roots" and "Black Mirror."
-
B.
Quintin McKellar
Quintin McKellar is a British academic and veterinary scientist who serves as the Vice-Chancellor and Chief Executive of the University of Hertfordshire.
-
C.
Joshua Black
Joshua Black is known as one of the children of billionaire investor and Apollo Global Management co-founder Leon Black.
-
D.
Martell Holt
Martell Holt is a reality television personality and entrepreneur best known for his prominent role on the OWN series "Love & Marriage: Huntsville."
-
E.
Mickah Wallace
Mickah Wallace is a minor but memorable character in the film and novel "The Commitments," known as the tough, somewhat unhinged bouncer who helps protect the band.
- 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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1585e84b081908c95ed3e0d987ed8 |
completed | April 29, 2026, 1:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae9c6ad5481909d8138fd1d05bcca |
completed | May 18, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_6a0aea3e17208190a0f4977d4117e7fc |
completed | May 18, 2026, 10:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aeaa0110c8190b796ea8d52471ca1 |
completed | May 18, 2026, 10:32 a.m. |
Created at: April 16, 2026, 8:45 p.m.