Triple
T11806019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Forest, Illinois |
E280747
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Lake Forest Graduate School of Management
Lake Forest Graduate School of Management is a private, business-focused graduate institution known for its practical, leadership-oriented MBA and executive education programs for working professionals.
|
E949891
|
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: Lake Forest Graduate School of Management | Statement: [Lake Forest, Illinois, hasUniversity, Lake Forest Graduate School of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Forest Graduate School of Management Context triple: [Lake Forest, Illinois, hasUniversity, Lake Forest Graduate School of Management]
-
A.
Lake Forest University
Lake Forest University is a private liberal arts college located in Lake Forest, Illinois, known for its small class sizes and close proximity to Chicago.
-
B.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
C.
University of Chicago Graduate School of Business
The University of Chicago Graduate School of Business, now known as the Booth School of Business, is a leading global business school renowned for its rigorous, economics-based approach to management education and research.
-
D.
Kellstadt Graduate School of Business
Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.
-
E.
Lake Forest College
Lake Forest College is a private liberal arts college known for its small classes and personalized education, located near Chicago in Lake Forest, Illinois.
- 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: Lake Forest Graduate School of Management Triple: [Lake Forest, Illinois, hasUniversity, Lake Forest Graduate School of Management]
Generated description
Lake Forest Graduate School of Management is a private, business-focused graduate institution known for its practical, leadership-oriented MBA and executive education programs for working professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Forest Graduate School of Management Target entity description: Lake Forest Graduate School of Management is a private, business-focused graduate institution known for its practical, leadership-oriented MBA and executive education programs for working professionals.
-
A.
Lake Forest University
Lake Forest University is a private liberal arts college located in Lake Forest, Illinois, known for its small class sizes and close proximity to Chicago.
-
B.
Eberhardt School of Business
Eberhardt School of Business is the business school of the University of the Pacific, offering undergraduate and graduate programs in business and management.
-
C.
University of Chicago Graduate School of Business
The University of Chicago Graduate School of Business, now known as the Booth School of Business, is a leading global business school renowned for its rigorous, economics-based approach to management education and research.
-
D.
Kellstadt Graduate School of Business
Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.
-
E.
Lake Forest College
Lake Forest College is a private liberal arts college known for its small classes and personalized education, located near Chicago in Lake Forest, Illinois.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5c8324481909a54852a9bb714e0 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f166f16a908190803cc986ce596aa1 |
completed | April 29, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69f170034b488190a6976d3333823caa |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17805325881908b98eb9c8fc59778 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:42 p.m.