Triple
T18255314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SSRN |
E437207
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Leadership Initiative
Leadership Initiative is a program or project associated with SSRN that focuses on research and resources related to leadership studies and practice.
|
E1314129
|
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: Leadership Initiative | Statement: [SSRN, hasPart, Leadership Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leadership Initiative Context triple: [SSRN, hasPart, Leadership Initiative]
-
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.
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.
-
C.
Business Leadership Building
The Business Leadership Building is a modern academic facility at the University of North Texas designed to support business education, collaboration, and professional development for students and faculty.
-
D.
President’s Leadership Program
The President’s Leadership Program is a distinguished leadership development and scholarship initiative at Christopher Newport University that combines academic coursework, co-curricular experiences, and community engagement to cultivate student leaders.
-
E.
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.
- 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: Leadership Initiative Triple: [SSRN, hasPart, Leadership Initiative]
Generated description
Leadership Initiative is a program or project associated with SSRN that focuses on research and resources related to leadership studies and practice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leadership Initiative Target entity description: Leadership Initiative is a program or project associated with SSRN that focuses on research and resources related to leadership studies and practice.
-
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.
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.
-
C.
Business Leadership Building
The Business Leadership Building is a modern academic facility at the University of North Texas designed to support business education, collaboration, and professional development for students and faculty.
-
D.
President’s Leadership Program
The President’s Leadership Program is a distinguished leadership development and scholarship initiative at Christopher Newport University that combines academic coursework, co-curricular experiences, and community engagement to cultivate student leaders.
-
E.
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.
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4fd84b3a481908bbc1a5e5034d397 |
completed | April 19, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac79bc7881909794d5f563ab0552 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad3be75c819080f57a24747ec55f |
completed | May 12, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03aede6ea481908bb9acdb2ff17e9a |
completed | May 12, 2026, 10:51 p.m. |
Created at: April 10, 2026, 10:34 a.m.