Triple
T15817670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quint Studer |
E383520
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Results That Last
Results That Last is a management and leadership book by Quint Studer that offers practical strategies for creating sustainable performance improvements in organizations.
|
E1178896
|
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: Results That Last | Statement: [Quint Studer, notableWork, Results That Last]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Results That Last Context triple: [Quint Studer, notableWork, Results That Last]
-
A.
Enduring Success
Enduring Success is the autobiography of British rower Sir Steve Redgrave, chronicling his journey to becoming one of the most decorated Olympians in history.
-
B.
The Science of Success
The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
-
C.
Keys to Success
Keys to Success is a motivational and business philosophy book by B. C. Forbes that offers principles and advice for achieving personal and professional success.
-
D.
The Character of Success
"The Character of Success" is the guiding motto of Bryant University, emphasizing personal integrity, leadership, and achievement as core values of the institution.
-
E.
How Change Happens
How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
- 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: Results That Last Triple: [Quint Studer, notableWork, Results That Last]
Generated description
Results That Last is a management and leadership book by Quint Studer that offers practical strategies for creating sustainable performance improvements in organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Results That Last Target entity description: Results That Last is a management and leadership book by Quint Studer that offers practical strategies for creating sustainable performance improvements in organizations.
-
A.
Enduring Success
Enduring Success is the autobiography of British rower Sir Steve Redgrave, chronicling his journey to becoming one of the most decorated Olympians in history.
-
B.
The Science of Success
The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
-
C.
Keys to Success
Keys to Success is a motivational and business philosophy book by B. C. Forbes that offers principles and advice for achieving personal and professional success.
-
D.
The Character of Success
"The Character of Success" is the guiding motto of Bryant University, emphasizing personal integrity, leadership, and achievement as core values of the institution.
-
E.
How Change Happens
How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a4332c8190bc525e06d6f3a6b4 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff9997e0048190b0c00a5a0ff561c9 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9b2fe84c819086dd47c82bf3bd57 |
completed | May 9, 2026, 8:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b94e56c8190b5860bf3c6bf6f5f |
completed | May 9, 2026, 8:39 p.m. |
Created at: April 10, 2026, 4:49 a.m.