Triple

T6760510
Position Surface form Disambiguated ID Type / Status
Subject Philip W. Crosby E154578 entity
Predicate notableWork P4 FINISHED
Object Quality Is Free
"Quality Is Free" is a seminal management book by Philip B. Crosby that argues quality improvement reduces overall costs and introduces the influential concept of "zero defects" in quality management.
 E617422 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: Quality Is Free | Statement: [Philip W. Crosby, notableWork, Quality Is Free]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quality Is Free
Context triple: [Philip W. Crosby, notableWork, Quality Is Free]
  • A. At Any Price
    At Any Price is a 2012 American drama film directed by Ramin Bahrani that explores family conflict and ethical compromise in the world of modern industrial farming.
  • B. Quik Is the Name
    Quik Is the Name is a 1991 West Coast hip hop album by DJ Quik that helped establish him as a prominent rapper and producer.
  • C. Invisible Hands
    Invisible Hands is a component or sub-group associated with the motorcycle culture collective Cafe Racers, likely contributing to its creative or organizational activities.
  • D. Freedom Is Not Free
    Freedom Is Not Free is a commemorative inscription and phrase honoring the sacrifices made by military service members, prominently featured at the Korean War Veterans Memorial in Washington, D.C.
  • E. The Best Things in Life Are Free
    "The Best Things in Life Are Free" is a 1992 dance-pop and R&B duet by Janet Jackson and Luther Vandross, recorded for the soundtrack of the film *Mo' Money* and known for its chart success and multiple remixes.
  • 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: Quality Is Free
Triple: [Philip W. Crosby, notableWork, Quality Is Free]
Generated description
"Quality Is Free" is a seminal management book by Philip B. Crosby that argues quality improvement reduces overall costs and introduces the influential concept of "zero defects" in quality management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quality Is Free
Target entity description: "Quality Is Free" is a seminal management book by Philip B. Crosby that argues quality improvement reduces overall costs and introduces the influential concept of "zero defects" in quality management.
  • A. At Any Price
    At Any Price is a 2012 American drama film directed by Ramin Bahrani that explores family conflict and ethical compromise in the world of modern industrial farming.
  • B. Quik Is the Name
    Quik Is the Name is a 1991 West Coast hip hop album by DJ Quik that helped establish him as a prominent rapper and producer.
  • C. Invisible Hands
    Invisible Hands is a component or sub-group associated with the motorcycle culture collective Cafe Racers, likely contributing to its creative or organizational activities.
  • D. Freedom Is Not Free
    Freedom Is Not Free is a commemorative inscription and phrase honoring the sacrifices made by military service members, prominently featured at the Korean War Veterans Memorial in Washington, D.C.
  • E. The Best Things in Life Are Free
    "The Best Things in Life Are Free" is a 1992 dance-pop and R&B duet by Janet Jackson and Luther Vandross, recorded for the soundtrack of the film *Mo' Money* and known for its chart success and multiple remixes.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d212c31881909dfe8ca9de69acf7 completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b352d08190932bc99dd3d673ba completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:12 p.m.