Triple
T5443433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Starscream |
E122190
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object | Marvel Transformers comics |
E488386
|
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: Marvel Transformers comics | Statement: [Starscream, appearsIn, Marvel Transformers comics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Transformers comics Context triple: [Starscream, appearsIn, Marvel Transformers comics]
-
A.
Transformers: IDW Publishing comics
Transformers: IDW Publishing comics is a long-running line of Transformers comic book series by IDW Publishing, known for its mature storytelling, expansive continuity, and reimagining of classic characters and lore.
-
B.
The Transformers (Marvel comic series)
chosen
The Transformers (Marvel comic series) is a 1980s comic book title published primarily by Marvel Comics that expanded the lore of the Transformers toy line with original storylines, characters, and mythology distinct from the animated series.
-
C.
Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
D.
Marvel Comics
Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
-
E.
Transformers: Cybertron
Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91ccdd648190940c04781c4222ec |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41302d588190afa5906d0e3dd891 |
completed | March 22, 2026, 1:09 a.m. |
Created at: March 20, 2026, 2:07 p.m.