Triple
T7407203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles S. Deneen |
E170903
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
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.
|
E662416
|
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 University | Statement: [Charles S. Deneen, educatedAt, Lake Forest University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Forest University Context triple: [Charles S. Deneen, educatedAt, Lake Forest University]
-
A.
Elmhurst University
Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
-
B.
Westmont College
Westmont College is a private Christian liberal arts college located in the hills of Montecito near Santa Barbara, California.
-
C.
Lombard College
Lombard College was a small liberal arts college in Galesburg, Illinois, historically notable for its progressive education and as the alma mater of prominent geneticist Sewall Wright.
-
D.
Quincy College
Quincy College is a public two-year community college in Quincy, Massachusetts, offering associate degree and certificate programs across a range of academic and professional fields.
-
E.
Millikin University
Millikin University is a private liberal arts university known for its performance-based learning approach and strong programs in the arts, sciences, and professional studies.
- 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 University Triple: [Charles S. Deneen, educatedAt, Lake Forest University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Forest University Target entity description: 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.
-
A.
Elmhurst University
Elmhurst University is a private liberal arts institution located in the Chicago suburb of Elmhurst, Illinois.
-
B.
Westmont College
Westmont College is a private Christian liberal arts college located in the hills of Montecito near Santa Barbara, California.
-
C.
Lombard College
Lombard College was a small liberal arts college in Galesburg, Illinois, historically notable for its progressive education and as the alma mater of prominent geneticist Sewall Wright.
-
D.
Quincy College
Quincy College is a public two-year community college in Quincy, Massachusetts, offering associate degree and certificate programs across a range of academic and professional fields.
-
E.
Millikin University
Millikin University is a private liberal arts university known for its performance-based learning approach and strong programs in the arts, sciences, and professional studies.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f298f2388190afc944c9bc78749a |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8111adbf48190a04df3cec1017b39 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c81455967c81909757f42d976b535c |
completed | March 28, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c814b413a08190b7e5e85d73ddb430 |
completed | March 28, 2026, 5:49 p.m. |
Created at: March 27, 2026, 3:10 p.m.