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.