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.