Triple
T1351024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oberlin College |
E28881
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
|
E153809
|
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: Learning and Labor | Statement: [Oberlin College, motto, Learning and Labor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Learning and Labor Context triple: [Oberlin College, motto, Learning and Labor]
-
A.
Independence of Learning
Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
-
B.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
C.
Work: A Story of Experience
"Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
-
D.
Experience and Education
Experience and Education is a foundational 1938 work of educational philosophy by John Dewey that critiques traditional schooling and outlines a progressive, experience-based approach to learning.
-
E.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
- 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: Learning and Labor Triple: [Oberlin College, motto, Learning and Labor]
Generated description
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Learning and Labor Target entity description: Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
A.
Independence of Learning
Independence of Learning is the guiding educational philosophy of Waseda University, emphasizing self-directed study, intellectual autonomy, and the pursuit of knowledge free from external constraints.
-
B.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
C.
Work: A Story of Experience
"Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
-
D.
Experience and Education
Experience and Education is a foundational 1938 work of educational philosophy by John Dewey that critiques traditional schooling and outlines a progressive, experience-based approach to learning.
-
E.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26b1b4881908ae4b1b2c9b268a0 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc63eef908190aef058396f63a5a4 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6dd15a481908cf870c87d469bc9 |
completed | March 8, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc8072bb08190b1b7fb19fc2c0efc |
completed | March 8, 2026, 12:51 a.m. |
Created at: March 1, 2026, 7:56 p.m.