Triple
T19520383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maximals |
E488385
|
entity |
| Predicate | toyline |
P63394
|
FINISHED |
| Object | Transformers: Beast Machines |
—
|
NE NERFINISHED |
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: Beast Machines | Statement: [Maximals, toyline, Transformers: Beast Machines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers: Beast Machines Context triple: [Maximals, toyline, Transformers: Beast Machines]
-
A.
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.
-
B.
Transformers: Fall of Cybertron
Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
-
C.
Beast Machines: Transformers
chosen
Beast Machines: Transformers is a darker, more philosophical sequel series in the Transformers franchise that continues the story of the Maximals on a techno-organic Cybertron.
-
D.
Transformers: War Within
Transformers: War Within is a comic book miniseries set in the Transformers universe that explores the early days of the Autobot–Decepticon war on Cybertron.
-
E.
The Transformers: Devastation
The Transformers: Devastation is a 2007–2008 IDW Publishing comic miniseries that continues the modern Transformers saga with a focus on escalating conflicts between Autobots, Decepticons, and human factions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 1:40 p.m.