Triple

T14878251
Position Surface form Disambiguated ID Type / Status
Subject Mark II E349924 entity
Predicate laterModifiedInto P49271 FINISHED
Object War Machine armor by James Rhodes
War Machine armor by James Rhodes is a heavily armed and armored version of the Iron Man suit, customized for James "Rhodey" Rhodes to serve as a high-powered military combat exoskeleton in the Marvel universe.
E1125292 NE FINISHED

How this triple was built (5 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: War Machine armor by James Rhodes | Statement: [Mark II, laterModifiedInto, War Machine armor by James Rhodes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: War Machine armor by James Rhodes
Context triple: [Mark II, laterModifiedInto, War Machine armor by James Rhodes]
  • A. Iron Patriot armor
    The Iron Patriot armor is a heavily weaponized, red-white-and-blue variant of the War Machine suit in the Marvel Cinematic Universe, symbolizing a government-branded, patriotic version of Iron Man–style power armor.
  • B. Iron Man armor
    The Iron Man armor is a highly advanced powered exoskeleton suit created by Tony Stark that grants its wearer superhuman strength, flight, and an array of sophisticated weapons and defensive technologies.
  • C. Iron Monger armor
    The Iron Monger armor is a heavily armed and armored exosuit built by Obadiah Stane to rival Tony Stark’s Iron Man technology in the Marvel universe.
  • D. Iron Man Mark 43 armor
    The Iron Man Mark 43 armor is an upgraded, red-and-gold suit worn by Tony Stark in the Marvel Cinematic Universe, prominently featured in "Avengers: Age of Ultron" with enhanced combat and flight capabilities.
  • E. Iron Man Mark 42 armor
    The Iron Man Mark 42 armor is a modular, remote-controlled suit worn by Tony Stark in Iron Man 3, notable for its ability to fly to and assemble around him piece by piece.
  • 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: War Machine armor by James Rhodes
Triple: [Mark II, laterModifiedInto, War Machine armor by James Rhodes]
Generated description
War Machine armor by James Rhodes is a heavily armed and armored version of the Iron Man suit, customized for James "Rhodey" Rhodes to serve as a high-powered military combat exoskeleton in the Marvel universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: War Machine armor by James Rhodes
Target entity description: War Machine armor by James Rhodes is a heavily armed and armored version of the Iron Man suit, customized for James "Rhodey" Rhodes to serve as a high-powered military combat exoskeleton in the Marvel universe.
  • A. Iron Patriot armor
    The Iron Patriot armor is a heavily weaponized, red-white-and-blue variant of the War Machine suit in the Marvel Cinematic Universe, symbolizing a government-branded, patriotic version of Iron Man–style power armor.
  • B. Iron Man armor
    The Iron Man armor is a highly advanced powered exoskeleton suit created by Tony Stark that grants its wearer superhuman strength, flight, and an array of sophisticated weapons and defensive technologies.
  • C. Iron Monger armor
    The Iron Monger armor is a heavily armed and armored exosuit built by Obadiah Stane to rival Tony Stark’s Iron Man technology in the Marvel universe.
  • D. Iron Man Mark 43 armor
    The Iron Man Mark 43 armor is an upgraded, red-and-gold suit worn by Tony Stark in the Marvel Cinematic Universe, prominently featured in "Avengers: Age of Ultron" with enhanced combat and flight capabilities.
  • E. Iron Man Mark 42 armor
    The Iron Man Mark 42 armor is a modular, remote-controlled suit worn by Tony Stark in Iron Man 3, notable for its ability to fly to and assemble around him piece by piece.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: laterModifiedInto
Context triple: [Mark II, laterModifiedInto, War Machine armor by James Rhodes]
  • A. laterModifiedTo chosen
    Indicates that an entity was changed or updated at a later time into another specified form or state.
  • B. laterModification
    Indicates that one entity is a modification or revision that occurs after another in time.
  • C. laterRewrittenAs
    Indicates that an earlier work, version, or expression was subsequently rewritten or replaced by a later one.
  • D. laterMergedWith
    Indicates that one entity was combined into and became part of another entity at a subsequent point in time.
  • E. laterReinterpretedAs
    Indicates that something was originally understood or classified one way but was subsequently given a different interpretation or meaning at a later time.
  • F. None of above.

Provenance (6 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e4e4448190a8796573bc6d1069 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b5670108190b41ef95dc318be60 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6d3aa2f08190b02c6157c03a2ba5 completed May 8, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69fe6db30e9c81908fbad7b932799a7a completed May 8, 2026, 11:11 p.m.
PD Predicate disambiguation batch_69de8c1a2bcc81908f914e2e2ced65eb completed April 14, 2026, 6:48 p.m.
Created at: April 10, 2026, 1:55 a.m.