Triple
T7257136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm in the Middle |
E157748
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Gary Murphy
Gary Murphy is a television producer and writer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
|
E652653
|
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: Gary Murphy | Statement: [Malcolm in the Middle, executiveProducer, Gary Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Murphy Context triple: [Malcolm in the Middle, executiveProducer, Gary Murphy]
-
A.
Dana Murray
Dana Murray is a film producer best known for her work with Pixar Animation Studios, including producing the acclaimed animated feature "Soul."
-
B.
Scott Dixon
Scott Dixon is a highly accomplished New Zealand racing driver widely regarded as one of the greatest competitors in IndyCar history.
-
C.
Jack Millar
Jack Millar was an author whose work inspired the creation of the film "The Purple Mask."
-
D.
Justin Martin
Justin Martin is an American actor known for his work as a child and teen performer in film, television, and theater, including roles in projects like the 2008 adaptation of "A Raisin in the Sun."
-
E.
Tim Rasmussen
Tim Rasmussen is an American screenwriter best known for co-writing the romantic comedy film "License to Wed."
- 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: Gary Murphy Triple: [Malcolm in the Middle, executiveProducer, Gary Murphy]
Generated description
Gary Murphy is a television producer and writer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Murphy Target entity description: Gary Murphy is a television producer and writer best known for his work on the acclaimed sitcom "Malcolm in the Middle."
-
A.
Dana Murray
Dana Murray is a film producer best known for her work with Pixar Animation Studios, including producing the acclaimed animated feature "Soul."
-
B.
Scott Dixon
Scott Dixon is a highly accomplished New Zealand racing driver widely regarded as one of the greatest competitors in IndyCar history.
-
C.
Jack Millar
Jack Millar was an author whose work inspired the creation of the film "The Purple Mask."
-
D.
Justin Martin
Justin Martin is an American actor known for his work as a child and teen performer in film, television, and theater, including roles in projects like the 2008 adaptation of "A Raisin in the Sun."
-
E.
Tim Rasmussen
Tim Rasmussen is an American screenwriter best known for co-writing the romantic comedy film "License to Wed."
- 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_69c6882d81d4819085f7ff862951ee4f |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6eaa274bc8190b017b71583711453 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3b541708190b66233813b167453 |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d44f36e881909d107cc625ebcfca |
completed | March 28, 2026, 1:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d4cc3e78819098eb8ccfe7c42cc5 |
completed | March 28, 2026, 1:17 p.m. |
Created at: March 27, 2026, 2:57 p.m.