Triple

T97007
Position Surface form Disambiguated ID Type / Status
Subject Scratch E1953 entity
Predicate extensionExample P1259 FINISHED
Object LEGO Mindstorms extension
LEGO Mindstorms extension is an add-on for the Scratch programming environment that enables users to control and program LEGO Mindstorms robots through visual code blocks.
E7684 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: LEGO Mindstorms extension | Statement: [Scratch, extensionExample, LEGO Mindstorms extension]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LEGO Mindstorms extension
Context triple: [Scratch, extensionExample, LEGO Mindstorms extension]
  • A. Scratch programming language
    Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
  • B. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • C. B Reactor
    B Reactor is the world’s first full-scale plutonium production reactor, built during the Manhattan Project at the Hanford Site in Washington State.
  • D. DARPA Robotics Challenge
    The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
  • E. F Reactor
    F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
  • 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: LEGO Mindstorms extension
Triple: [Scratch, extensionExample, LEGO Mindstorms extension]
Generated description
LEGO Mindstorms extension is an add-on for the Scratch programming environment that enables users to control and program LEGO Mindstorms robots through visual code blocks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LEGO Mindstorms extension
Target entity description: LEGO Mindstorms extension is an add-on for the Scratch programming environment that enables users to control and program LEGO Mindstorms robots through visual code blocks.
  • A. Scratch programming language
    Scratch programming language is a visual, block-based coding environment designed primarily for children and beginners to learn programming concepts through creating interactive stories, games, and animations.
  • B. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • C. B Reactor
    B Reactor is the world’s first full-scale plutonium production reactor, built during the Manhattan Project at the Hanford Site in Washington State.
  • D. DARPA Robotics Challenge
    The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
  • E. F Reactor
    F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: extensionExample
Context triple: [Scratch, extensionExample, LEGO Mindstorms extension]
  • A. extendsTo
    Indicates that one entity reaches, stretches, or continues its scope, influence, or coverage up to or into another entity.
  • B. mayExtendTo
    Indicates that something has the potential or permission to reach, continue, or be applied up to a specified limit, scope, or boundary.
  • C. hasExample chosen
    Indicates that one entity serves as an instance, illustration, or concrete example of another entity.
  • D. expandedDuring
    Indicates that an entity increased in size, scope, or extent over the course of a specified time period or event.
  • E. overrides
    Indicates that one entity replaces, supersedes, or takes precedence over another in determining the outcome or applicable behavior.
  • 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_69a24d4862f881908cc8b89d3a78031d completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a250cb400c8190b56343bbe19b48c7 completed Feb. 28, 2026, 2:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69a262474440819093e075d5a009ee53 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a262bf70e481909ec36e209f7f0a79 completed Feb. 28, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69a2633ee14c8190bfc1a09ebf9e4efc completed Feb. 28, 2026, 3:38 a.m.
PD Predicate disambiguation batch_69a24ebd19c48190bab291fea0ecc0c2 completed Feb. 28, 2026, 2:11 a.m.
Created at: Feb. 28, 2026, 2:09 a.m.