Triple
T9969314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anthony Ramos |
E195761
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Transformers: Rise of the Beasts |
E409395
|
NE FINISHED |
How this triple was built (2 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: Transformers: Rise of the Beasts | Statement: [Anthony Ramos, notableWork, Transformers: Rise of the Beasts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Rise of the Beasts Context triple: [Anthony Ramos, notableWork, Transformers: Rise of the Beasts]
-
A.
Transformers: Rise of the Beasts
chosen
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.
-
B.
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.
-
C.
Transformers: Masterpiece
Transformers: Masterpiece is a premium collector-focused toy line that recreates classic Transformers characters with highly detailed, cartoon-accurate designs and complex engineering.
-
D.
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.
-
E.
Transformers: Combiner Wars
Transformers: Combiner Wars is a Hasbro toyline and associated media sub-brand that focuses on combining Transformers figures that merge into larger gestalt robots, inspired by classic combiner teams from the franchise.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb7b683ac8190ac97bd775a860d29 |
completed | April 2, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23dc117f48190ad66dd62f9833a10 |
completed | April 5, 2026, 10:47 a.m. |
Created at: March 30, 2026, 8:47 p.m.