Triple

T14878349
Position Surface form Disambiguated ID Type / Status
Subject F.R.I.D.A.Y. E349926 entity
Predicate operatesFrom P6602 FINISHED
Object Stark technology infrastructure
Stark technology infrastructure is the advanced, highly integrated network of facilities, systems, and digital platforms developed by Tony Stark to support his armor, artificial intelligences, and global defense operations.
 E1125294 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: Stark technology infrastructure | Statement: [F.R.I.D.A.Y., operatesFrom, Stark technology infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stark technology infrastructure
Context triple: [F.R.I.D.A.Y., operatesFrom, Stark technology infrastructure]
  • A. StaR technology
    StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
  • B. Megaserver technology
    Megaserver technology is an online game server architecture that seamlessly hosts all players in a single shared world instance rather than splitting them across multiple traditional servers.
  • C. The Technological System
    The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
  • D. Integrated Defense Systems
    Integrated Defense Systems is a major Raytheon business unit specializing in advanced military and homeland security systems, including air and missile defense, radar, and command-and-control solutions.
  • E. Stark Factory
    Stark Factory is a Marvel-themed quick-service restaurant at Disneyland Paris’s Avengers Campus, styled as a repurposed Stark Industries industrial facility.
  • 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: Stark technology infrastructure
Triple: [F.R.I.D.A.Y., operatesFrom, Stark technology infrastructure]
Generated description
Stark technology infrastructure is the advanced, highly integrated network of facilities, systems, and digital platforms developed by Tony Stark to support his armor, artificial intelligences, and global defense operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stark technology infrastructure
Target entity description: Stark technology infrastructure is the advanced, highly integrated network of facilities, systems, and digital platforms developed by Tony Stark to support his armor, artificial intelligences, and global defense operations.
  • A. StaR technology
    StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
  • B. Megaserver technology
    Megaserver technology is an online game server architecture that seamlessly hosts all players in a single shared world instance rather than splitting them across multiple traditional servers.
  • C. The Technological System
    The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
  • D. Integrated Defense Systems
    Integrated Defense Systems is a major Raytheon business unit specializing in advanced military and homeland security systems, including air and missile defense, radar, and command-and-control solutions.
  • E. Stark Factory
    Stark Factory is a Marvel-themed quick-service restaurant at Disneyland Paris’s Avengers Campus, styled as a repurposed Stark Industries industrial facility.
  • 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.