Triple

T18912697
Position Surface form Disambiguated ID Type / Status
Subject Autobots E462645 entity
Predicate appearsIn P795 FINISHED
Object Transformers comic books
Transformers comic books are a series of publications that expand the Transformers universe through serialized stories featuring factions like the Autobots and Decepticons in battles across Earth and beyond.
E1349470 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: Transformers comic books | Statement: [Autobots, appearsIn, Transformers comic books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers comic books
Context triple: [Autobots, appearsIn, Transformers comic books]
  • 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. Transformers comics by Skybound Entertainment
    Transformers comics by Skybound Entertainment are the current officially licensed comic book series that relaunched the Transformers franchise under Skybound’s Energon Universe, following the conclusion of IDW Publishing’s long-running run.
  • C. The Transformers (Marvel comic series)
    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.
  • D. Dreamwave Transformers comics
    Dreamwave Transformers comics are a series of early-2000s comic books published by Dreamwave Productions that rebooted and reimagined the classic Transformers franchise with updated art and storylines.
  • E. Transformers (2019 IDW reboot)
    Transformers (2019 IDW reboot) is a relaunched comic book series that reimagines the Transformers universe with a fresh continuity, focusing on Cybertronian politics, mystery, and the events leading up to the Autobot–Decepticon war.
  • 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: Transformers comic books
Triple: [Autobots, appearsIn, Transformers comic books]
Generated description
Transformers comic books are a series of publications that expand the Transformers universe through serialized stories featuring factions like the Autobots and Decepticons in battles across Earth and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers comic books
Target entity description: Transformers comic books are a series of publications that expand the Transformers universe through serialized stories featuring factions like the Autobots and Decepticons in battles across Earth and beyond.
  • 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. Transformers comics by Skybound Entertainment
    Transformers comics by Skybound Entertainment are the current officially licensed comic book series that relaunched the Transformers franchise under Skybound’s Energon Universe, following the conclusion of IDW Publishing’s long-running run.
  • C. The Transformers (Marvel comic series)
    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.
  • D. Dreamwave Transformers comics
    Dreamwave Transformers comics are a series of early-2000s comic books published by Dreamwave Productions that rebooted and reimagined the classic Transformers franchise with updated art and storylines.
  • E. Transformers (2019 IDW reboot)
    Transformers (2019 IDW reboot) is a relaunched comic book series that reimagines the Transformers universe with a fresh continuity, focusing on Cybertronian politics, mystery, and the events leading up to the Autobot–Decepticon war.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c624516c81909e6bf04707d3c71c completed April 20, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05910ffc8081908738b5e7ef08d52c completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a05932531ec8190813d393c85d7c398 completed May 14, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0593b4c6b0819094d267c568332250 completed May 14, 2026, 9:19 a.m.
Created at: April 10, 2026, 11:58 a.m.