Triple

T14878130
Position Surface form Disambiguated ID Type / Status
Subject Howard Stark E349921 entity
Predicate influenced P9 FINISHED
Object Avengers technology
Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
E1125287 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: Avengers technology | Statement: [Howard Stark, influenced, Avengers technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avengers technology
Context triple: [Howard Stark, influenced, Avengers technology]
  • A. 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.
  • B. Arc Reactor
    The Arc Reactor is a fictional, compact clean-energy power source in the Marvel universe that Tony Stark designs to sustain his life and fuel his Iron Man armor.
  • C. 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.
  • D. Avengers Unity Division
    The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • E. 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.
  • 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: Avengers technology
Triple: [Howard Stark, influenced, Avengers technology]
Generated description
Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avengers technology
Target entity description: Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
  • A. 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.
  • B. Arc Reactor
    The Arc Reactor is a fictional, compact clean-energy power source in the Marvel universe that Tony Stark designs to sustain his life and fuel his Iron Man armor.
  • C. 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.
  • D. Avengers Unity Division
    The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • E. 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.
  • 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_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.
Created at: April 10, 2026, 1:55 a.m.