Triple
T15817671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quint Studer |
E383520
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Straight A Leadership
Straight A Leadership is a business and leadership book by Quint Studer that outlines practical strategies for building high-performing, accountable organizations.
|
E1178897
|
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: Straight A Leadership | Statement: [Quint Studer, notableWork, Straight A Leadership]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Straight A Leadership Context triple: [Quint Studer, notableWork, Straight A Leadership]
-
A.
Dynamics of Leadership
"Dynamics of Leadership" is a foundational work in leadership studies that explores how leaders influence group processes, organizational change, and human relations.
-
B.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
-
C.
Center for Leadership and Strategic Thinking
The Center for Leadership and Strategic Thinking is a research and applied learning hub that advances evidence-based leadership development and strategic decision-making within the Foster School of Business.
-
D.
Matrix of Leadership
The Matrix of Leadership is a powerful and ancient Autobot artifact in the Transformers universe, traditionally carried by Optimus Prime and symbolizing ultimate wisdom, authority, and the power to light the Autobots’ darkest hour.
-
E.
LMA Institute of Leadership and High Performance
The LMA Institute of Leadership and High Performance is a professional development body that provides education, training, and support to enhance the leadership and performance skills of football managers and coaches.
- 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: Straight A Leadership Triple: [Quint Studer, notableWork, Straight A Leadership]
Generated description
Straight A Leadership is a business and leadership book by Quint Studer that outlines practical strategies for building high-performing, accountable organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Straight A Leadership Target entity description: Straight A Leadership is a business and leadership book by Quint Studer that outlines practical strategies for building high-performing, accountable organizations.
-
A.
Dynamics of Leadership
"Dynamics of Leadership" is a foundational work in leadership studies that explores how leaders influence group processes, organizational change, and human relations.
-
B.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
-
C.
Center for Leadership and Strategic Thinking
The Center for Leadership and Strategic Thinking is a research and applied learning hub that advances evidence-based leadership development and strategic decision-making within the Foster School of Business.
-
D.
Matrix of Leadership
The Matrix of Leadership is a powerful and ancient Autobot artifact in the Transformers universe, traditionally carried by Optimus Prime and symbolizing ultimate wisdom, authority, and the power to light the Autobots’ darkest hour.
-
E.
LMA Institute of Leadership and High Performance
The LMA Institute of Leadership and High Performance is a professional development body that provides education, training, and support to enhance the leadership and performance skills of football managers and coaches.
- 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.