Triple

T18253632
Position Surface form Disambiguated ID Type / Status
Subject Chris Urmson E437162 entity
Predicate notableProject P4 FINISHED
Object Aurora Driver autonomous driving system — NE NERFINISHED

How this triple was built (3 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: Aurora Driver autonomous driving system | Statement: [Chris Urmson, notableProject, Aurora Driver autonomous driving system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aurora Driver autonomous driving system
Context triple: [Chris Urmson, notableProject, Aurora Driver autonomous driving system]
  • A. Apollo autonomous driving platform
    Apollo autonomous driving platform is Baidu’s open, scalable software and hardware ecosystem for developing, testing, and deploying self-driving vehicle technologies.
  • B. Center for Autonomous Vehicle Research
    The Center for Autonomous Vehicle Research is a research institution specializing in the development, testing, and advancement of autonomous and unmanned vehicle technologies, particularly for defense and naval applications.
  • C. IDS interactive driving system
    The IDS interactive driving system is an advanced chassis and suspension control technology used in Opel vehicles to enhance handling, stability, and ride comfort through electronically managed driving dynamics.
  • D. SAE Levels of Driving Automation 0–5
    SAE Levels of Driving Automation 0–5 is a standardized classification framework defined by SAE International that categorizes vehicle automation from no automation to full self-driving capability.
  • E. Learning to Drive
    "Learning to Drive" is a 2014 independent comedy-drama film in which Sarita Choudhury appears alongside Patricia Clarkson and Ben Kingsley in a story about personal transformation and unexpected friendship.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aurora Driver autonomous driving system
Target entity description: Aurora Driver is an advanced autonomous driving system developed by Aurora Innovation to enable self-driving capabilities for commercial vehicles such as trucks and robotaxis.
  • A. Apollo autonomous driving platform
    Apollo autonomous driving platform is Baidu’s open, scalable software and hardware ecosystem for developing, testing, and deploying self-driving vehicle technologies.
  • B. Center for Autonomous Vehicle Research
    The Center for Autonomous Vehicle Research is a research institution specializing in the development, testing, and advancement of autonomous and unmanned vehicle technologies, particularly for defense and naval applications.
  • C. IDS interactive driving system
    The IDS interactive driving system is an advanced chassis and suspension control technology used in Opel vehicles to enhance handling, stability, and ride comfort through electronically managed driving dynamics.
  • D. SAE Levels of Driving Automation 0–5
    SAE Levels of Driving Automation 0–5 is a standardized classification framework defined by SAE International that categorizes vehicle automation from no automation to full self-driving capability.
  • E. Learning to Drive
    "Learning to Drive" is a 2014 independent comedy-drama film in which Sarita Choudhury appears alongside Patricia Clarkson and Ben Kingsley in a story about personal transformation and unexpected friendship.
  • F. None of above. chosen

Provenance (2 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd82f81c81909ad4455954bd8caa completed April 19, 2026, 4:06 p.m.
Created at: April 10, 2026, 10:33 a.m.