Triple

T1060479
Position Surface form Disambiguated ID Type / Status
Subject Teachers College, Columbia University E22895 entity
Predicate motto P42 FINISHED
Object “Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
E120408 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: “Education for a Changing World” | Statement: [Teachers College, Columbia University, motto, “Education for a Changing World”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Education for a Changing World”
Context triple: [Teachers College, Columbia University, motto, “Education for a Changing World”]
  • A. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • B. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • C. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • D. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • E. 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.
  • 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: “Education for a Changing World”
Triple: [Teachers College, Columbia University, motto, “Education for a Changing World”]
Generated description
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Education for a Changing World”
Target entity description: “Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
  • A. Education in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • B. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • C. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • D. The Education of an Idealist: A Memoir
    The Education of an Idealist: A Memoir is Samantha Power’s autobiographical account tracing her journey from immigrant and war correspondent to U.S. ambassador to the United Nations, exploring the challenges of pursuing human rights and moral leadership in foreign policy.
  • E. 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.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f3f98c819096338198d9f30491 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd3400c8190b84e88073f19beba completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3ca9b5d88190816980f964f7e947 completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.