Triple

T16274361
Position Surface form Disambiguated ID Type / Status
Subject Sarita Choudhury E395085 entity
Predicate notableWork P4 FINISHED
Object 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.
E1204615 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: Learning to Drive | Statement: [Sarita Choudhury, notableWork, Learning to Drive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Learning to Drive
Context triple: [Sarita Choudhury, notableWork, Learning to Drive]
  • A. Learning to Drive
    "Learning to Drive" is a collection of personal essays by Katha Pollitt that reflect on relationships, independence, and self-discovery with sharp wit and feminist insight.
  • B. 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.
  • C. 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.
  • D. Carnegie Mellon University Red Team in the DARPA Grand Challenge
    The Carnegie Mellon University Red Team in the DARPA Grand Challenge was a pioneering robotics group that developed and fielded autonomous vehicles in the early landmark competitions for self-driving car technology.
  • E. Learning to See
    "Learning to See" is an autobiographical essay by Eudora Welty that reflects on how her early experiences and observations shaped her development as a writer.
  • 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: Learning to Drive
Triple: [Sarita Choudhury, notableWork, Learning to Drive]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Learning to Drive
Target entity description: "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.
  • A. Learning to Drive
    "Learning to Drive" is a collection of personal essays by Katha Pollitt that reflect on relationships, independence, and self-discovery with sharp wit and feminist insight.
  • B. 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.
  • C. 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.
  • D. Carnegie Mellon University Red Team in the DARPA Grand Challenge
    The Carnegie Mellon University Red Team in the DARPA Grand Challenge was a pioneering robotics group that developed and fielded autonomous vehicles in the early landmark competitions for self-driving car technology.
  • E. Learning to See
    "Learning to See" is an autobiographical essay by Eudora Welty that reflects on how her early experiences and observations shaped her development as a writer.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2460c2d948190813b66e539a64a70 completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c0ef4c8190b44ac84f71b2ed41 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001a35b43081909b44a22798b1ef1b completed May 10, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_6a001a93530c81908cb4180d9ebe9850 completed May 10, 2026, 5:41 a.m.
Created at: April 10, 2026, 5:05 a.m.