Triple

T2000350
Position Surface form Disambiguated ID Type / Status
Subject Birzeit University E43454 entity
Predicate motto P42 FINISHED
Object Education for All
Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
E223810 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 All | Statement: [Birzeit University, motto, Education for All]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education for All
Context triple: [Birzeit University, motto, Education for All]
  • A. “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.
  • B. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • C. SoS for Education
    SoS for Education is the abbreviated title commonly used for the UK government minister responsible for overseeing the education system and related policy.
  • D. Let Girls Learn
    Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
  • E. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • 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 All
Triple: [Birzeit University, motto, Education for All]
Generated description
Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education for All
Target entity description: Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
  • A. “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.
  • B. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • C. SoS for Education
    SoS for Education is the abbreviated title commonly used for the UK government minister responsible for overseeing the education system and related policy.
  • D. Let Girls Learn
    Let Girls Learn is a global initiative focused on expanding access to education for adolescent girls, particularly in underserved and conflict-affected regions.
  • E. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb87f78f0819098e787a5f3e062fd completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae034122ec819096a72685b34c84b9 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03b5e294819093b20fdc95f653db completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0475dd448190939620c5400eea16 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.