Triple

T1091577
Position Surface form Disambiguated ID Type / Status
Subject IEEE Alexander Graham Bell Medal E24174 entity
Predicate hasRecipient P108 FINISHED
Object John Cioffi
John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
E183762 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: John Cioffi | Statement: [IEEE Alexander Graham Bell Medal, hasRecipient, John Cioffi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Cioffi
Context triple: [IEEE Alexander Graham Bell Medal, hasRecipient, John Cioffi]
  • A. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • B. Gene Steratore
    Gene Steratore is a former NFL and NCAA football official best known as a longtime NFL referee and later rules analyst for CBS Sports.
  • C. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • D. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • E. Jonathan Lisco
    Jonathan Lisco is an American television writer, producer, and showrunner known for his work on series such as Animal Kingdom, Halt and Catch Fire, and Jack & Bobby.
  • 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: John Cioffi
Triple: [IEEE Alexander Graham Bell Medal, hasRecipient, John Cioffi]
Generated description
John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Cioffi
Target entity description: John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
  • A. James Marini
    James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • B. Gene Steratore
    Gene Steratore is a former NFL and NCAA football official best known as a longtime NFL referee and later rules analyst for CBS Sports.
  • C. Greg D'Auria
    Greg D'Auria is a film editor known for his work on major Hollywood productions, including the science fiction film "Star Trek Beyond."
  • D. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • E. Jonathan Lisco
    Jonathan Lisco is an American television writer, producer, and showrunner known for his work on series such as Animal Kingdom, Halt and Catch Fire, and Jack & Bobby.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b982018481908b222df095e318c0 completed March 1, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad58a2448c81909cb30e1a4400e1f3 completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad59d1f8e081908be6ff543c4f1be7 completed March 8, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ad5a40bbbc819094910d0edf73be9f completed March 8, 2026, 11:15 a.m.
Created at: March 1, 2026, 7:42 p.m.