Triple

T10673071
Position Surface form Disambiguated ID Type / Status
Subject subsumption architecture E251542 entity
Predicate implementedIn P2539 FINISHED
Object mobile robot Herbert
Mobile robot Herbert is an early autonomous robot developed at MIT that demonstrated behavior-based control by using a subsumption architecture to perform tasks like wandering and collecting soda cans.
E879765 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: mobile robot Herbert | Statement: [subsumption architecture, implementedIn, mobile robot Herbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: mobile robot Herbert
Context triple: [subsumption architecture, implementedIn, mobile robot Herbert]
  • 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. 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.
  • C. CMU Highly Intelligent Mobile Platform
    CMU Highly Intelligent Mobile Platform (CHIMP) is a sophisticated humanoid robot developed at Carnegie Mellon University for advanced mobility, manipulation, and autonomous operation in challenging environments.
  • D. HUBO humanoid robot series
    The HUBO humanoid robot series is a line of advanced bipedal robots from South Korea known for their human-like mobility, participation in robotics competitions, and contributions to humanoid robotics research.
  • E. Technical Committee on Mobile Robots
    The Technical Committee on Mobile Robots is a specialized IEEE Robotics and Automation Society group that advances research, standards, and collaboration in autonomous and mobile robotics.
  • 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: mobile robot Herbert
Triple: [subsumption architecture, implementedIn, mobile robot Herbert]
Generated description
Mobile robot Herbert is an early autonomous robot developed at MIT that demonstrated behavior-based control by using a subsumption architecture to perform tasks like wandering and collecting soda cans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: mobile robot Herbert
Target entity description: Mobile robot Herbert is an early autonomous robot developed at MIT that demonstrated behavior-based control by using a subsumption architecture to perform tasks like wandering and collecting soda cans.
  • 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. 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.
  • C. CMU Highly Intelligent Mobile Platform
    CMU Highly Intelligent Mobile Platform (CHIMP) is a sophisticated humanoid robot developed at Carnegie Mellon University for advanced mobility, manipulation, and autonomous operation in challenging environments.
  • D. HUBO humanoid robot series
    The HUBO humanoid robot series is a line of advanced bipedal robots from South Korea known for their human-like mobility, participation in robotics competitions, and contributions to humanoid robotics research.
  • E. Technical Committee on Mobile Robots
    The Technical Committee on Mobile Robots is a specialized IEEE Robotics and Automation Society group that advances research, standards, and collaboration in autonomous and mobile robotics.
  • 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.