Triple

T8611835
Position Surface form Disambiguated ID Type / Status
Subject Adafruit Industries E203928 entity
Predicate publishes P80 FINISHED
Object Adafruit Learning System
The Adafruit Learning System is an online educational platform offering tutorials, guides, and projects focused on electronics, programming, and open-source hardware.
 E745369 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: Adafruit Learning System | Statement: [Adafruit Industries, publishes, Adafruit Learning System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adafruit Learning System
Context triple: [Adafruit Industries, publishes, Adafruit Learning System]
  • A. Adafruit Circuit Playground Express
    Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and students.
  • B. Adafruit Industries
    Adafruit Industries is an open-source hardware company that designs and sells DIY electronics, microcontroller boards, and educational kits for makers, students, and engineers.
  • C. CircuitPython
    CircuitPython is an open-source, beginner-friendly variant of Python designed by Adafruit for programming microcontrollers and embedded hardware.
  • D. Makey Makey Go
    Makey Makey Go is a compact, USB-based invention kit that lets users turn everyday conductive objects into touchpads or keyboard/mouse inputs for creative interactive projects.
  • E. Microsoft MakeCode
    Microsoft MakeCode is a web-based platform for creating and learning to program interactive projects using block-based and JavaScript coding, often for microcontrollers and educational devices.
  • 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: Adafruit Learning System
Triple: [Adafruit Industries, publishes, Adafruit Learning System]
Generated description
The Adafruit Learning System is an online educational platform offering tutorials, guides, and projects focused on electronics, programming, and open-source hardware.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adafruit Learning System
Target entity description: The Adafruit Learning System is an online educational platform offering tutorials, guides, and projects focused on electronics, programming, and open-source hardware.
  • A. Adafruit Circuit Playground Express
    Adafruit Circuit Playground Express is an educational, all-in-one microcontroller board with built-in sensors, LEDs, and buttons designed to teach coding and electronics to beginners and students.
  • B. Adafruit Industries
    Adafruit Industries is an open-source hardware company that designs and sells DIY electronics, microcontroller boards, and educational kits for makers, students, and engineers.
  • C. CircuitPython
    CircuitPython is an open-source, beginner-friendly variant of Python designed by Adafruit for programming microcontrollers and embedded hardware.
  • D. Makey Makey Go
    Makey Makey Go is a compact, USB-based invention kit that lets users turn everyday conductive objects into touchpads or keyboard/mouse inputs for creative interactive projects.
  • E. Microsoft MakeCode
    Microsoft MakeCode is a web-based platform for creating and learning to program interactive projects using block-based and JavaScript coding, often for microcontrollers and educational devices.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46fc31e08190aab5ab8f92f3315c completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea91456a88190a7416b0f1a0327d6 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69cea9e685388190a4be9d2135dc02d0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaababe2c8190bc47430d33bfdbaa completed April 2, 2026, 5:43 p.m.
Created at: March 30, 2026, 6:25 p.m.