Triple
T19520039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Transformers (1984 TV series) |
E488378
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Bumblebee
Bumblebee is a small, yellow Autobot from the Transformers franchise, known for his bravery, loyalty, and role as a scout and close ally to the human protagonists.
|
E1379808
|
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: [The Transformers (1984 TV series), hasCharacter, Bumblebee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bumblebee Context triple: [The Transformers (1984 TV series), hasCharacter, Bumblebee]
-
A.
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.
-
B.
Transformers: Bumblebee (miniseries)
Transformers: Bumblebee is a four-issue IDW Publishing comic miniseries that focuses on the Autobot Bumblebee in a standalone storyline set within the Transformers universe.
-
C.
Transformers: Age of Extinction
Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.
-
D.
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.
-
E.
Transformers: Rise of the Beasts
Transformers: Rise of the Beasts is a 2023 science fiction action film in the Transformers franchise that introduces the Maximals, Predacons, and Terrorcons into the live-action series.
- 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: [The Transformers (1984 TV series), hasCharacter, Bumblebee]
Generated description
Bumblebee is a small, yellow Autobot from the Transformers franchise, known for his bravery, loyalty, and role as a scout and close ally to the human protagonists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bumblebee Target entity description: Bumblebee is a small, yellow Autobot from the Transformers franchise, known for his bravery, loyalty, and role as a scout and close ally to the human protagonists.
-
A.
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.
-
B.
Transformers: Bumblebee (miniseries)
Transformers: Bumblebee is a four-issue IDW Publishing comic miniseries that focuses on the Autobot Bumblebee in a standalone storyline set within the Transformers universe.
-
C.
Transformers: Age of Extinction
Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.
-
D.
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.
-
E.
Transformers: Rise of the Beasts
Transformers: Rise of the Beasts is a 2023 science fiction action film in the Transformers franchise that introduces the Maximals, Predacons, and Terrorcons into the live-action series.
- 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6359feb808190ba94563831adc720 |
completed | April 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074728f7548190a6a8e1888e8c8180 |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a07483465008190966296ddca76e7d2 |
completed | May 15, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a074931b1dc8190804d545e2058a69a |
completed | May 15, 2026, 4:26 p.m. |
Created at: April 10, 2026, 1:40 p.m.