Triple

T20576127
Position Surface form Disambiguated ID Type / Status
Subject Alexander Repenning E505221 entity
Predicate developed P73 FINISHED
Object AgentSheets visual programming environment
AgentSheets visual programming environment is an educational, block-based authoring tool that enables users—especially beginners and students—to create interactive simulations and games without traditional text-based coding.
 E718652 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: AgentSheets visual programming environment | Statement: [Alexander Repenning, developed, AgentSheets visual programming environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AgentSheets visual programming environment
Context triple: [Alexander Repenning, developed, AgentSheets visual programming environment]
  • A. NEPO visual programming language
    NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
  • B. 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.
  • C. Terrapin Park
    Terrapin Park was a historic baseball stadium in Baltimore, Maryland, best known as the home field of the short-lived Federal League’s Baltimore Terrapins in the mid-1910s.
  • D. StarLogo
    StarLogo is an educational, agent-based programming environment designed to help users explore and simulate complex systems, particularly in science and mathematics learning contexts.
  • E. Turtle Geometry
    Turtle Geometry is a mathematical approach and educational book that explores geometry through the movement of a "turtle" cursor, pioneering ideas in computational thinking and Logo-based learning.
  • 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: AgentSheets visual programming environment
Triple: [Alexander Repenning, developed, AgentSheets visual programming environment]
Generated description
AgentSheets visual programming environment is an educational, block-based authoring tool that enables users—especially beginners and students—to create interactive simulations and games without traditional text-based coding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AgentSheets visual programming environment
Target entity description: AgentSheets visual programming environment is an educational, block-based authoring tool that enables users—especially beginners and students—to create interactive simulations and games without traditional text-based coding.
  • A. NEPO visual programming language
    NEPO visual programming language is a block-based, beginner-friendly programming system designed to teach coding and robotics concepts through a graphical interface.
  • B. 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.
  • C. Terrapin Park
    Terrapin Park was a historic baseball stadium in Baltimore, Maryland, best known as the home field of the short-lived Federal League’s Baltimore Terrapins in the mid-1910s.
  • D. StarLogo chosen
    StarLogo is an educational, agent-based programming environment designed to help users explore and simulate complex systems, particularly in science and mathematics learning contexts.
  • E. Turtle Geometry
    Turtle Geometry is a mathematical approach and educational book that explores geometry through the movement of a "turtle" cursor, pioneering ideas in computational thinking and Logo-based learning.
  • F. None of above.

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_69e0b4b721588190993ac7b0a9be2736 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a90af3608190955d2c7950726178 completed April 20, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08ace8a1d881908a8b178308c7b202 completed May 16, 2026, 5:44 p.m.
NEDg Description generation batch_6a08ad96b2a081908d32e335c5265eec completed May 16, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08ae19eca08190ada48b48105be62d completed May 16, 2026, 5:49 p.m.
Created at: April 16, 2026, 11:39 a.m.