Triple

T6760522
Position Surface form Disambiguated ID Type / Status
Subject Philip W. Crosby E154578 entity
Predicate notableWork P4 FINISHED
Object Quality Without Tears
"Quality Without Tears" is a influential management book by Philip B. Crosby that popularizes a practical, zero-defects approach to quality improvement in organizations.
E617424 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 Without Tears | Statement: [Philip W. Crosby, notableWork, Quality Without Tears]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quality Without Tears
Context triple: [Philip W. Crosby, notableWork, Quality Without Tears]
  • A. Don’t Dull
    Don’t Dull is a popular Afrobeat single by Nigerian artist Wizkid that helped solidify his early mainstream success.
  • B. The Perfection
    The Perfection is a psychological horror-thriller film starring Allison Williams that follows a twisted, suspenseful story set in the world of elite classical musicians.
  • C. Only Goodness
    Only Goodness is a short story by Jhumpa Lahiri that appears in her collection "Unaccustomed Earth," exploring themes of family, guilt, and cultural identity.
  • D. The Sincerity
    The Sincerity is an English rendering of Surah Al-Ikhlas, a short but central chapter of the Qur’an that emphasizes the absolute oneness and uniqueness of God.
  • E. Strength Through Joy
    Strength Through Joy was a Nazi-era state-operated leisure and tourism organization designed to promote regime ideology by providing subsidized vacations, cultural events, and recreational activities to German workers.
  • 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 Without Tears
Triple: [Philip W. Crosby, notableWork, Quality Without Tears]
Generated description
"Quality Without Tears" is a influential management book by Philip B. Crosby that popularizes a practical, zero-defects approach to quality improvement in organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quality Without Tears
Target entity description: "Quality Without Tears" is a influential management book by Philip B. Crosby that popularizes a practical, zero-defects approach to quality improvement in organizations.
  • A. Don’t Dull
    Don’t Dull is a popular Afrobeat single by Nigerian artist Wizkid that helped solidify his early mainstream success.
  • B. The Perfection
    The Perfection is a psychological horror-thriller film starring Allison Williams that follows a twisted, suspenseful story set in the world of elite classical musicians.
  • C. Only Goodness
    Only Goodness is a short story by Jhumpa Lahiri that appears in her collection "Unaccustomed Earth," exploring themes of family, guilt, and cultural identity.
  • D. The Sincerity
    The Sincerity is an English rendering of Surah Al-Ikhlas, a short but central chapter of the Qur’an that emphasizes the absolute oneness and uniqueness of God.
  • E. Strength Through Joy
    Strength Through Joy was a Nazi-era state-operated leisure and tourism organization designed to promote regime ideology by providing subsidized vacations, cultural events, and recreational activities to German workers.
  • 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.