Triple

T5910829
Position Surface form Disambiguated ID Type / Status
Subject Alex Krizhevsky E131452 entity
Predicate employer P7 FINISHED
Object DNNresearch Inc.
DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
 E554014 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: DNNresearch Inc. | Statement: [Alex Krizhevsky, employer, DNNresearch Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DNNresearch Inc.
Context triple: [Alex Krizhevsky, employer, DNNresearch Inc.]
  • A. NEC Research Institute
    NEC Research Institute was a prominent industrial research center in Princeton, New Jersey, known for advanced work in computer science, machine learning, and related fields.
  • B. Digital Research, Inc.
    Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
  • C. Einstein AI
    Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
  • D. Oracle Labs
    Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
  • E. Element AI
    Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
  • 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: DNNresearch Inc.
Triple: [Alex Krizhevsky, employer, DNNresearch Inc.]
Generated description
DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DNNresearch Inc.
Target entity description: DNNresearch Inc. was a deep learning startup co-founded by Alex Krizhevsky (along with Geoffrey Hinton and Ilya Sutskever) that played a key role in advancing neural network research before being acquired by Google.
  • A. NEC Research Institute
    NEC Research Institute was a prominent industrial research center in Princeton, New Jersey, known for advanced work in computer science, machine learning, and related fields.
  • B. Digital Research, Inc.
    Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
  • C. Einstein AI
    Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
  • D. Oracle Labs
    Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
  • E. Element AI
    Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
  • 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_69c008593a44819081a07ae0efe6c574 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037767af08190b5678cff9fd0816f completed March 22, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b17375488190a3053d37712501b3 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b314b814819087be63d41c10e26e completed March 23, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c0b3c1e9c08190bc291e1e20005aba completed March 23, 2026, 3:30 a.m.
Created at: March 22, 2026, 3:59 p.m.