Triple

T8612003
Position Surface form Disambiguated ID Type / Status
Subject Open Roberta E203932 entity
Predicate supportsDevice P5090 FINISHED
Object Arduino-based robots
Arduino-based robots are programmable robotic systems built around Arduino microcontroller boards, commonly used for education, prototyping, and hobbyist robotics projects.
 E745382 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: Arduino-based robots | Statement: [Open Roberta, supportsDevice, Arduino-based robots]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arduino-based robots
Context triple: [Open Roberta, supportsDevice, Arduino-based robots]
  • A. Rosa robotic platform
    The Rosa robotic platform is a surgical robotics system used primarily in orthopedic and neurosurgical procedures to enhance precision and assist surgeons in joint replacement and spine surgeries.
  • B. Robot Visions
    Robot Visions is a collection of Isaac Asimov’s robot-themed short stories and essays that explores his famous Three Laws of Robotics and their implications.
  • C. RobotC
    RobotC is a C-based programming language and development environment commonly used for programming educational robotics platforms such as LEGO Mindstorms.
  • D. LEGO Mindstorms robotics kits
    LEGO Mindstorms robotics kits are programmable construction sets that combine LEGO bricks, sensors, and motors to let users design, build, and code their own interactive robots.
  • E. REV Robotics Control Hub
    The REV Robotics Control Hub is an integrated Android-based controller and expansion module used to manage motors, sensors, and communication on FIRST Tech Challenge competition robots.
  • 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: Arduino-based robots
Triple: [Open Roberta, supportsDevice, Arduino-based robots]
Generated description
Arduino-based robots are programmable robotic systems built around Arduino microcontroller boards, commonly used for education, prototyping, and hobbyist robotics projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arduino-based robots
Target entity description: Arduino-based robots are programmable robotic systems built around Arduino microcontroller boards, commonly used for education, prototyping, and hobbyist robotics projects.
  • A. Rosa robotic platform
    The Rosa robotic platform is a surgical robotics system used primarily in orthopedic and neurosurgical procedures to enhance precision and assist surgeons in joint replacement and spine surgeries.
  • B. Robot Visions
    Robot Visions is a collection of Isaac Asimov’s robot-themed short stories and essays that explores his famous Three Laws of Robotics and their implications.
  • C. RobotC
    RobotC is a C-based programming language and development environment commonly used for programming educational robotics platforms such as LEGO Mindstorms.
  • D. LEGO Mindstorms robotics kits
    LEGO Mindstorms robotics kits are programmable construction sets that combine LEGO bricks, sensors, and motors to let users design, build, and code their own interactive robots.
  • E. REV Robotics Control Hub
    The REV Robotics Control Hub is an integrated Android-based controller and expansion module used to manage motors, sensors, and communication on FIRST Tech Challenge competition robots.
  • 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.