Triple
T713071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrested Development |
E14250
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Michael Cera
Michael Cera is a Canadian actor known for his awkwardly endearing comedic roles in film and television, including prominent parts in projects like "Superbad," "Juno," and "Scott Pilgrim vs. the World."
|
E92625
|
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: Michael Cera | Statement: [Arrested Development, stars, Michael Cera]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Cera Context triple: [Arrested Development, stars, Michael Cera]
-
A.
Matthew Macfadyen
Matthew Macfadyen is an English actor known for his versatile performances in film and television, including prominent roles in "Pride & Prejudice," "Succession," and various British dramas.
-
B.
Rob McElhenney
Rob McElhenney is an American actor, writer, and producer best known for co-creating and starring as Mac on the long-running sitcom "It's Always Sunny in Philadelphia."
-
C.
Seth Rogen
Seth Rogen is a Canadian actor, comedian, writer, producer, and director known for his distinctive laugh and roles in numerous hit comedy films such as "Superbad," "Pineapple Express," and "Knocked Up."
-
D.
Mitchell Cannold
Mitchell Cannold is a television and film producer best known for his executive production role on the science documentary series "Cosmos: A Spacetime Odyssey."
-
E.
Zach Staenberg
Zach Staenberg is an American film editor best known for his Academy Award–winning work on "The Matrix" and its sequels.
- 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: Michael Cera Triple: [Arrested Development, stars, Michael Cera]
Generated description
Michael Cera is a Canadian actor known for his awkwardly endearing comedic roles in film and television, including prominent parts in projects like "Superbad," "Juno," and "Scott Pilgrim vs. the World."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Cera Target entity description: Michael Cera is a Canadian actor known for his awkwardly endearing comedic roles in film and television, including prominent parts in projects like "Superbad," "Juno," and "Scott Pilgrim vs. the World."
-
A.
Matthew Macfadyen
Matthew Macfadyen is an English actor known for his versatile performances in film and television, including prominent roles in "Pride & Prejudice," "Succession," and various British dramas.
-
B.
Rob McElhenney
Rob McElhenney is an American actor, writer, and producer best known for co-creating and starring as Mac on the long-running sitcom "It's Always Sunny in Philadelphia."
-
C.
Seth Rogen
Seth Rogen is a Canadian actor, comedian, writer, producer, and director known for his distinctive laugh and roles in numerous hit comedy films such as "Superbad," "Pineapple Express," and "Knocked Up."
-
D.
Mitchell Cannold
Mitchell Cannold is a television and film producer best known for his executive production role on the science documentary series "Cosmos: A Spacetime Odyssey."
-
E.
Zach Staenberg
Zach Staenberg is an American film editor best known for his Academy Award–winning work on "The Matrix" and its sequels.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55ee4fc81909358659ec3bc435f |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6733031bc8190bbb0cd733ae023e9 |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a6739f74e081908baa88baf54273ce |
completed | March 3, 2026, 5:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67409760481908d46e247035260b1 |
completed | March 3, 2026, 5:39 a.m. |
Created at: March 1, 2026, 7:36 p.m.