Triple
T20453625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boiling Point |
E501717
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
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."
|
E1431272
|
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 Kirby | Statement: [Boiling Point, starring, Malachi Kirby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malachi Kirby Context triple: [Boiling Point, starring, Malachi Kirby]
-
A.
Malik Hammond
Malik Hammond is an actor known for appearing in the holiday-themed romantic comedy film "The Perfect Holiday."
-
B.
Tyrell Martin
Tyrell Martin is an individual known primarily for being associated with Karla Wilson in a shared appearance or collaboration.
-
C.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
-
D.
Myles Mitchell
Myles Mitchell is the stepson of Dee Mitchell, a character from the television series "Moesha."
-
E.
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.
- 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 Kirby Triple: [Boiling Point, starring, Malachi Kirby]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malachi Kirby Target entity description: 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."
-
A.
Malik Hammond
Malik Hammond is an actor known for appearing in the holiday-themed romantic comedy film "The Perfect Holiday."
-
B.
Tyrell Martin
Tyrell Martin is an individual known primarily for being associated with Karla Wilson in a shared appearance or collaboration.
-
C.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
-
D.
Myles Mitchell
Myles Mitchell is the stepson of Dee Mitchell, a character from the television series "Moesha."
-
E.
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.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68d04ca4081909b428c31d16fca10 |
completed | April 20, 2026, 8:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08840caccc819082423d0dae166082 |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a08854ba1bc8190854e106993681272 |
completed | May 16, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0886140858819088f0b09a9903dada |
completed | May 16, 2026, 2:58 p.m. |
Created at: April 16, 2026, 11:32 a.m.