Triple
T3262698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Ortiz |
E68448
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Bumblebee
Bumblebee is a 2018 science fiction action film in the Transformers franchise that serves as a prequel and focuses on the origin story of the beloved Autobot of the same name.
|
E342945
|
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: Bumblebee | Statement: [John Ortiz, notableWork, Bumblebee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bumblebee Context triple: [John Ortiz, notableWork, Bumblebee]
-
A.
Transformers: The Last Knight
Transformers: The Last Knight is a 2017 science fiction action film in the Transformers franchise that continues the battle between Autobots and Decepticons on Earth with a storyline tied to Arthurian legend and human history.
-
B.
Big Hero 6
Big Hero 6 is a 2014 Disney animated superhero film that follows a young robotics prodigy and his inflatable healthcare robot as they form a high-tech hero team to uncover a dangerous conspiracy.
-
C.
Ant-Man
Ant-Man is a Marvel Comics superhero identity, most famously associated with size-changing technology and featured as a central character in the Marvel Cinematic Universe.
-
D.
Ant-Man and the Wasp
Ant-Man and the Wasp is a 2018 Marvel Studios superhero film that continues the adventures of Scott Lang and Hope van Dyne as size-shifting heroes within the Marvel Cinematic Universe.
-
E.
Alita: Battle Angel
Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
- 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: Bumblebee Triple: [John Ortiz, notableWork, Bumblebee]
Generated description
Bumblebee is a 2018 science fiction action film in the Transformers franchise that serves as a prequel and focuses on the origin story of the beloved Autobot of the same name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bumblebee Target entity description: Bumblebee is a 2018 science fiction action film in the Transformers franchise that serves as a prequel and focuses on the origin story of the beloved Autobot of the same name.
-
A.
Transformers: The Last Knight
Transformers: The Last Knight is a 2017 science fiction action film in the Transformers franchise that continues the battle between Autobots and Decepticons on Earth with a storyline tied to Arthurian legend and human history.
-
B.
Big Hero 6
Big Hero 6 is a 2014 Disney animated superhero film that follows a young robotics prodigy and his inflatable healthcare robot as they form a high-tech hero team to uncover a dangerous conspiracy.
-
C.
Ant-Man
Ant-Man is a Marvel Comics superhero identity, most famously associated with size-changing technology and featured as a central character in the Marvel Cinematic Universe.
-
D.
Ant-Man and the Wasp
Ant-Man and the Wasp is a 2018 Marvel Studios superhero film that continues the adventures of Scott Lang and Hope van Dyne as size-shifting heroes within the Marvel Cinematic Universe.
-
E.
Alita: Battle Angel
Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafa908e881908cbb2ad137819ffb |
completed | March 8, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ee2ec8481908a0c0f4a32c97fe0 |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b296709f84819094fe9db721a44f83 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6c1c65c81909e661c6beaaec9af |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:09 p.m.