Triple

T18611742
Position Surface form Disambiguated ID Type / Status
Subject Transformers: IDW Publishing comics E454908 entity
Predicate includesSeries P1393 FINISHED
Object Transformers: Windblade
Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
E1349326 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: Windblade | Statement: [Transformers: IDW Publishing comics, includesSeries, Transformers: Windblade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers: Windblade
Context triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Windblade]
  • A. Transformers: Armada
    Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
  • B. 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.
  • C. Transformers: The Rebirth
    Transformers: The Rebirth is a three-part animated television miniseries that serves as the final story arc of the original Transformers Generation 1 cartoon, introducing the Headmasters and Targetmasters concepts.
  • D. The Transformers: Revelation
    The Transformers: Revelation is a comic book miniseries set in IDW Publishing’s Transformers continuity that focuses on the cosmic conflict surrounding the Dead Universe and its impact on Cybertron and its inhabitants.
  • E. 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.
  • 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: Windblade
Triple: [Transformers: IDW Publishing comics, includesSeries, Transformers: Windblade]
Generated description
Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers: Windblade
Target entity description: Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
  • A. Transformers: Armada
    Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
  • B. 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.
  • C. Transformers: The Rebirth
    Transformers: The Rebirth is a three-part animated television miniseries that serves as the final story arc of the original Transformers Generation 1 cartoon, introducing the Headmasters and Targetmasters concepts.
  • D. The Transformers: Revelation
    The Transformers: Revelation is a comic book miniseries set in IDW Publishing’s Transformers continuity that focuses on the cosmic conflict surrounding the Dead Universe and its impact on Cybertron and its inhabitants.
  • E. 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.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d01ebd08190b6e646e3a749d7f5 completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0590fa65248190b174f1ff04680dbd completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a059301f2ac819083ee30d977f4e385 completed May 14, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a0593b4c6b0819094d267c568332250 completed May 14, 2026, 9:19 a.m.
Created at: April 10, 2026, 11:45 a.m.