Triple

T17022800
Position Surface form Disambiguated ID Type / Status
Subject PIC microcontrollers E412986 entity
Predicate hasDevelopmentTool P24782 FINISHED
Object Curiosity development board
The Curiosity development board is a low-cost, feature-rich prototyping platform from Microchip designed to simplify evaluation and development with PIC microcontrollers.
E1245613 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: Curiosity development board | Statement: [PIC microcontrollers, hasDevelopmentTool, Curiosity development board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Curiosity development board
Context triple: [PIC microcontrollers, hasDevelopmentTool, Curiosity development board]
  • A. BeagleBone Black
    BeagleBone Black is a low-cost, community-supported single-board computer based on an ARM Cortex-A8 processor, commonly used for embedded systems, robotics, and hardware prototyping.
  • B. BeagleBoard
    BeagleBoard is a low-power, open-hardware single-board computer designed for embedded systems, prototyping, and educational use.
  • C. Raspberry Pi
    Raspberry Pi is a low-cost, credit card–sized single-board computer widely used for education, DIY electronics projects, and lightweight computing tasks.
  • D. Calliope mini
    Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
  • E. Raspberry Pi Pico
    Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
  • 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: Curiosity development board
Triple: [PIC microcontrollers, hasDevelopmentTool, Curiosity development board]
Generated description
The Curiosity development board is a low-cost, feature-rich prototyping platform from Microchip designed to simplify evaluation and development with PIC microcontrollers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Curiosity development board
Target entity description: The Curiosity development board is a low-cost, feature-rich prototyping platform from Microchip designed to simplify evaluation and development with PIC microcontrollers.
  • A. BeagleBone Black
    BeagleBone Black is a low-cost, community-supported single-board computer based on an ARM Cortex-A8 processor, commonly used for embedded systems, robotics, and hardware prototyping.
  • B. BeagleBoard
    BeagleBoard is a low-power, open-hardware single-board computer designed for embedded systems, prototyping, and educational use.
  • C. Raspberry Pi
    Raspberry Pi is a low-cost, credit card–sized single-board computer widely used for education, DIY electronics projects, and lightweight computing tasks.
  • D. Calliope mini
    Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
  • E. Raspberry Pi Pico
    Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d1d2e48190bbcba129247c6c2e completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b514de481909c78c17a3014b468 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c021e1c819098e04b1cbaf33ecd completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.