Triple
T3092603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ross School of Business |
E64516
|
entity |
| Predicate | hasCenter |
P35
|
FINISHED |
| Object |
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.
|
E326367
|
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 Positive Organizations | Statement: [Ross School of Business, hasCenter, Center for Positive Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Center for Positive Organizations Context triple: [Ross School of Business, hasCenter, Center for Positive Organizations]
-
A.
Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
-
B.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
C.
Center for Public Research and Leadership
The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
-
D.
Centre for Research in Organizations, Work and Family
The Centre for Research in Organizations, Work and Family is a Strathmore University research institute focused on studying the intersection of organizational practices, employment, and family life.
-
E.
Center for Public Leadership
The Center for Public Leadership is a Harvard Kennedy School institute dedicated to developing principled, effective leaders for public service and social impact through education, research, and fellowships.
- 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 Positive Organizations Triple: [Ross School of Business, hasCenter, Center for Positive Organizations]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Center for Positive Organizations Target entity description: 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.
-
A.
Center for Social Innovation
The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
-
B.
Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
-
C.
Center for Public Research and Leadership
The Center for Public Research and Leadership is an interdisciplinary initiative at Columbia University that trains students and professionals to improve public education systems and other public-sector institutions through research, consulting, and leadership development.
-
D.
Centre for Research in Organizations, Work and Family
The Centre for Research in Organizations, Work and Family is a Strathmore University research institute focused on studying the intersection of organizational practices, employment, and family life.
-
E.
Center for Public Leadership
The Center for Public Leadership is a Harvard Kennedy School institute dedicated to developing principled, effective leaders for public service and social impact through education, research, and fellowships.
- 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_69ad857c97d88190b26f9b1c90839c77 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada21055b88190b602425a513af7e6 |
completed | March 8, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b203697abc8190b93e8c85ada5bdfc |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b2043430548190a538c183aef44b44 |
completed | March 12, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b204c812f081908fe5733305123c0e |
completed | March 12, 2026, 12:11 a.m. |
Created at: March 8, 2026, 3:03 p.m.