Triple

T10672891
Position Surface form Disambiguated ID Type / Status
Subject Intelligence without Representation E251538 entity
Predicate associatedWith P37 FINISHED
Object Brooksian robotics
Brooksian robotics is an approach to building intelligent robots that emphasizes reactive, behavior-based control and direct interaction with the environment instead of relying on internal symbolic representations.
 E879762 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: Brooksian robotics | Statement: [Intelligence without Representation, associatedWith, Brooksian robotics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brooksian robotics
Context triple: [Intelligence without Representation, associatedWith, Brooksian robotics]
  • 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. Springer Handbook of Robotics
    Springer Handbook of Robotics is a comprehensive reference work that surveys the fundamental theories, technologies, and applications of modern robotics for researchers, engineers, and students.
  • D. Field Robotics Center at Carnegie Mellon University
    The Field Robotics Center at Carnegie Mellon University is a leading research institute specializing in the development of advanced autonomous robots for challenging and unstructured environments such as space, deep sea, and disaster zones.
  • E. Artificial Mind & Movement
    Artificial Mind & Movement was a Canadian video game development studio known for creating licensed titles and later rebranding as Behaviour Interactive.
  • 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: Brooksian robotics
Triple: [Intelligence without Representation, associatedWith, Brooksian robotics]
Generated description
Brooksian robotics is an approach to building intelligent robots that emphasizes reactive, behavior-based control and direct interaction with the environment instead of relying on internal symbolic representations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brooksian robotics
Target entity description: Brooksian robotics is an approach to building intelligent robots that emphasizes reactive, behavior-based control and direct interaction with the environment instead of relying on internal symbolic representations.
  • 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. Springer Handbook of Robotics
    Springer Handbook of Robotics is a comprehensive reference work that surveys the fundamental theories, technologies, and applications of modern robotics for researchers, engineers, and students.
  • D. Field Robotics Center at Carnegie Mellon University
    The Field Robotics Center at Carnegie Mellon University is a leading research institute specializing in the development of advanced autonomous robots for challenging and unstructured environments such as space, deep sea, and disaster zones.
  • E. Artificial Mind & Movement
    Artificial Mind & Movement was a Canadian video game development studio known for creating licensed titles and later rebranding as Behaviour Interactive.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f8659d40819087a2709bd24261ee completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9886e3f108190bb6f17d4e2f394ef completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98cdf6f0c8190a5b926c439c1aca6 completed April 10, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d98d5557548190a22102f1c8105e6f completed April 10, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:09 p.m.