Triple

T18016391
Position Surface form Disambiguated ID Type / Status
Subject SqueezeNet E431007 entity
Predicate designedBy P184 FINISHED
Object Forrest N. Iandola
Forrest N. Iandola is a computer scientist and entrepreneur known for his work on efficient deep learning models and as a co-creator of the compact convolutional neural network architecture SqueezeNet.
E1300987 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: Forrest N. Iandola | Statement: [SqueezeNet, designedBy, Forrest N. Iandola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forrest N. Iandola
Context triple: [SqueezeNet, designedBy, Forrest N. Iandola]
  • A. Dario Amodei
    Dario Amodei is an AI researcher and entrepreneur, co-founder and CEO of Anthropic and former OpenAI research leader known for his work on large language models and AI safety.
  • B. Gale E. Halderman
    Gale E. Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
  • C. Norman P. Jouppi
    Norman P. Jouppi is a prominent computer architect known for his influential work in processor and memory system design, including leadership roles in industry and contributions to advanced CPU technologies.
  • D. Jeffrey S. Ashby
    Jeffrey S. Ashby is a retired U.S. Navy captain and NASA astronaut who flew on three Space Shuttle missions in the early 2000s.
  • E. Benjamin N. Kaduk
    Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
  • 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: Forrest N. Iandola
Triple: [SqueezeNet, designedBy, Forrest N. Iandola]
Generated description
Forrest N. Iandola is a computer scientist and entrepreneur known for his work on efficient deep learning models and as a co-creator of the compact convolutional neural network architecture SqueezeNet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forrest N. Iandola
Target entity description: Forrest N. Iandola is a computer scientist and entrepreneur known for his work on efficient deep learning models and as a co-creator of the compact convolutional neural network architecture SqueezeNet.
  • A. Dario Amodei
    Dario Amodei is an AI researcher and entrepreneur, co-founder and CEO of Anthropic and former OpenAI research leader known for his work on large language models and AI safety.
  • B. Gale E. Halderman
    Gale E. Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
  • C. Norman P. Jouppi
    Norman P. Jouppi is a prominent computer architect known for his influential work in processor and memory system design, including leadership roles in industry and contributions to advanced CPU technologies.
  • D. Jeffrey S. Ashby
    Jeffrey S. Ashby is a retired U.S. Navy captain and NASA astronaut who flew on three Space Shuttle missions in the early 2000s.
  • E. Benjamin N. Kaduk
    Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b523f588819097389e067dda7f23 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034324daec8190a9bbec1ad80c70f9 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0343dc91688190ae8e2f051cefef85 completed May 12, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 completed May 12, 2026, 3:18 p.m.
Created at: April 10, 2026, 10:24 a.m.