Triple
T7520720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Marshall School of Business |
E177760
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Center for Effective Organizations
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
|
E670140
|
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: Center for Effective Organizations | Statement: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Center for Effective Organizations Context triple: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
-
A.
Center for Positive Organizations
The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
-
B.
Organization Theory: From Chester Barnard to the Present and Beyond
"Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
-
C.
Research Center for Group Dynamics
The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
-
D.
Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
"Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
-
E.
Managing With Power: Politics and Influence in Organizations
Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
- 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: Center for Effective Organizations Triple: [USC Marshall School of Business, hasDepartment, Center for Effective Organizations]
Generated description
The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Center for Effective Organizations Target entity description: The Center for Effective Organizations is a research and education institute at the USC Marshall School of Business focused on advancing knowledge and practice in organizational effectiveness, human resources, and workplace design.
-
A.
Center for Positive Organizations
The Center for Positive Organizations is a research and educational institute at the University of Michigan’s Ross School of Business that focuses on advancing the science and practice of positive organizational scholarship and workplace well-being.
-
B.
Organization Theory: From Chester Barnard to the Present and Beyond
"Organization Theory: From Chester Barnard to the Present and Beyond" is a scholarly work by Oliver E. Williamson that surveys and extends key developments in organizational theory from Barnard’s foundational ideas to contemporary perspectives.
-
C.
Research Center for Group Dynamics
The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
-
D.
Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
"Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
-
E.
Managing With Power: Politics and Influence in Organizations
Managing With Power: Politics and Influence in Organizations is a seminal management book that analyzes how power and political dynamics operate within organizations and how individuals can effectively build and use influence at work.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f7c2ad6c8190b822c0a5b80e7829 |
completed | March 27, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84629f00c8190a64d51586bd3b96c |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848049f548190b8c9a9c3d3aeed45 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:46 p.m.