Triple

T5443536
Position Surface form Disambiguated ID Type / Status
Subject Sideways E122192 entity
Predicate notableEnemy P11706 FINISHED
Object Hot Shot (Armada continuity)
Hot Shot (Armada continuity) is a young, impulsive Autobot warrior from the Transformers: Armada universe, known for his bravery, growth as a leader, and close partnership with Mini-Cons.
 E521481 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: Hot Shot (Armada continuity) | Statement: [Sideways, notableEnemy, Hot Shot (Armada continuity)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Shot (Armada continuity)
Context triple: [Sideways, notableEnemy, Hot Shot (Armada continuity)]
  • A. Cold Shot
    "Cold Shot" is a blues-rock song by Stevie Ray Vaughan, known for its laid-back groove, sharp guitar riffs, and wry lyrics about a deteriorating relationship.
  • B. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • C. Hot Head
    Hot Head is a fiery, oil-powered Fire Giant Skylander character from the Skylanders: Giants video game.
  • D. Under Fire
    Under Fire is a seminal World War I novel by Henri Barbusse that offers a stark, realistic portrayal of French soldiers’ experiences in the trenches.
  • E. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • 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: Hot Shot (Armada continuity)
Triple: [Sideways, notableEnemy, Hot Shot (Armada continuity)]
Generated description
Hot Shot (Armada continuity) is a young, impulsive Autobot warrior from the Transformers: Armada universe, known for his bravery, growth as a leader, and close partnership with Mini-Cons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Shot (Armada continuity)
Target entity description: Hot Shot (Armada continuity) is a young, impulsive Autobot warrior from the Transformers: Armada universe, known for his bravery, growth as a leader, and close partnership with Mini-Cons.
  • A. Cold Shot
    "Cold Shot" is a blues-rock song by Stevie Ray Vaughan, known for its laid-back groove, sharp guitar riffs, and wry lyrics about a deteriorating relationship.
  • B. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • C. Hot Head
    Hot Head is a fiery, oil-powered Fire Giant Skylander character from the Skylanders: Giants video game.
  • D. Under Fire
    Under Fire is a seminal World War I novel by Henri Barbusse that offers a stark, realistic portrayal of French soldiers’ experiences in the trenches.
  • E. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • 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_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.
NEDg Description generation batch_69bf42e2bbe08190be6616a9cab6f9a0 completed March 22, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf4343879881909b26e716d10fbad3 completed March 22, 2026, 1:17 a.m.
Created at: March 20, 2026, 2:07 p.m.