Triple

T19182684
Position Surface form Disambiguated ID Type / Status
Subject Walter A. Shewhart E469614 entity
Predicate influenced P9 FINISHED
Object Joseph M. Juran
Joseph M. Juran was a pioneering management consultant and quality expert whose work on quality control, the "Juran Trilogy," and the concept of fitness for use helped shape modern quality management practices worldwide.
E1366415 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: Joseph M. Juran | Statement: [Walter A. Shewhart, influenced, Joseph M. Juran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph M. Juran
Context triple: [Walter A. Shewhart, influenced, Joseph M. Juran]
  • A. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • B. Philip W. Crosby
    Philip W. Crosby was an influential American businessman and quality management expert best known for promoting the concept of “zero defects” and authoring the seminal book *Quality Is Free*.
  • C. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • D. Raphael H. Deming
    Raphael H. Deming was an American figure of sufficient local or historical prominence to be recognized as a notable burial at Mount Olivet Cemetery in Washington, D.C.
  • E. Phillip Crosby
    Phillip Crosby was an American actor and singer best known as one of Bing Crosby’s twin sons who appeared in films and television during the mid-20th century.
  • 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: Joseph M. Juran
Triple: [Walter A. Shewhart, influenced, Joseph M. Juran]
Generated description
Joseph M. Juran was a pioneering management consultant and quality expert whose work on quality control, the "Juran Trilogy," and the concept of fitness for use helped shape modern quality management practices worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph M. Juran
Target entity description: Joseph M. Juran was a pioneering management consultant and quality expert whose work on quality control, the "Juran Trilogy," and the concept of fitness for use helped shape modern quality management practices worldwide.
  • A. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • B. Philip W. Crosby
    Philip W. Crosby was an influential American businessman and quality management expert best known for promoting the concept of “zero defects” and authoring the seminal book *Quality Is Free*.
  • C. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • D. Raphael H. Deming
    Raphael H. Deming was an American figure of sufficient local or historical prominence to be recognized as a notable burial at Mount Olivet Cemetery in Washington, D.C.
  • E. Phillip Crosby
    Phillip Crosby was an American actor and singer best known as one of Bing Crosby’s twin sons who appeared in films and television during the mid-20th century.
  • 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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f61e1c248190ba9e220c1be61ef8 completed April 20, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705c8c0588190bf8f66ed08030658 completed May 15, 2026, 11:38 a.m.
NEDg Description generation batch_6a0706d7c63c8190a7114937af40b294 completed May 15, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a070763ca5c81908afa73b30645223a completed May 15, 2026, 11:45 a.m.
Created at: April 10, 2026, 12:07 p.m.