Triple
T15817669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quint Studer |
E383520
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hardwiring Excellence
Hardwiring Excellence is a widely used healthcare leadership and management book by Quint Studer that outlines practical strategies for improving organizational performance and patient care.
|
E1178895
|
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: Hardwiring Excellence | Statement: [Quint Studer, notableWork, Hardwiring Excellence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hardwiring Excellence Context triple: [Quint Studer, notableWork, Hardwiring Excellence]
-
A.
The Pursuit of Excellence
"The Pursuit of Excellence" is an aspirational motto emphasizing continuous improvement, high achievement, and dedication to quality in all endeavors.
-
B.
Excellence in Action
Excellence in Action is the official motto of Nanyang Technological University, encapsulating its emphasis on high performance, impact, and continuous improvement in education and research.
-
C.
The Standard of Excellence
The Standard of Excellence is the guiding motto of Hampton University, reflecting its commitment to high academic achievement, leadership, and character.
-
D.
A Community of Excellence
A Community of Excellence is the civic motto of Woodridge, Illinois, reflecting the village’s emphasis on high quality of life and community standards.
-
E.
What It Takes: Lessons in the Pursuit of Excellence
"What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
- 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: Hardwiring Excellence Triple: [Quint Studer, notableWork, Hardwiring Excellence]
Generated description
Hardwiring Excellence is a widely used healthcare leadership and management book by Quint Studer that outlines practical strategies for improving organizational performance and patient care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hardwiring Excellence Target entity description: Hardwiring Excellence is a widely used healthcare leadership and management book by Quint Studer that outlines practical strategies for improving organizational performance and patient care.
-
A.
The Pursuit of Excellence
"The Pursuit of Excellence" is an aspirational motto emphasizing continuous improvement, high achievement, and dedication to quality in all endeavors.
-
B.
Excellence in Action
Excellence in Action is the official motto of Nanyang Technological University, encapsulating its emphasis on high performance, impact, and continuous improvement in education and research.
-
C.
The Standard of Excellence
The Standard of Excellence is the guiding motto of Hampton University, reflecting its commitment to high academic achievement, leadership, and character.
-
D.
A Community of Excellence
A Community of Excellence is the civic motto of Woodridge, Illinois, reflecting the village’s emphasis on high quality of life and community standards.
-
E.
What It Takes: Lessons in the Pursuit of Excellence
"What It Takes: Lessons in the Pursuit of Excellence" is a memoir and business leadership book by billionaire investor Stephen A. Schwarzman, offering insights into his life, career, and principles for achieving success.
- 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.