Triple

T2267685
Position Surface form Disambiguated ID Type / Status
Subject Abraham Flexner E50184 entity
Predicate authorOf P4244 FINISHED
Object Universities: American, English, German
"Universities: American, English, German" is a comparative study by educator Abraham Flexner examining the structure, purpose, and effectiveness of higher education systems in the United States, England, and Germany.
 E250724 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: Universities: American, English, German | Statement: [Abraham Flexner, authorOf, Universities: American, English, German]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universities: American, English, German
Context triple: [Abraham Flexner, authorOf, Universities: American, English, German]
  • A. Universities UK
    Universities UK is the collective voice and representative body for universities in the United Kingdom, working to influence policy and support the higher education sector.
  • B. All European Academies
    All European Academies (ALLEA) is a federation that brings together national academies of sciences and humanities from across Europe to promote scientific excellence, collaboration, and informed policy-making.
  • C. Universia
    Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
  • D. Universidad
    Universidad is a Mexico City Metro station that serves as a major southern terminus and gateway to the National Autonomous University of Mexico (UNAM) campus.
  • E. University Alliance
    University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
  • 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: Universities: American, English, German
Triple: [Abraham Flexner, authorOf, Universities: American, English, German]
Generated description
"Universities: American, English, German" is a comparative study by educator Abraham Flexner examining the structure, purpose, and effectiveness of higher education systems in the United States, England, and Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universities: American, English, German
Target entity description: "Universities: American, English, German" is a comparative study by educator Abraham Flexner examining the structure, purpose, and effectiveness of higher education systems in the United States, England, and Germany.
  • A. Universities UK
    Universities UK is the collective voice and representative body for universities in the United Kingdom, working to influence policy and support the higher education sector.
  • B. All European Academies
    All European Academies (ALLEA) is a federation that brings together national academies of sciences and humanities from across Europe to promote scientific excellence, collaboration, and informed policy-making.
  • C. Universia
    Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
  • D. Universidad
    Universidad is a Mexico City Metro station that serves as a major southern terminus and gateway to the National Autonomous University of Mexico (UNAM) campus.
  • E. University Alliance
    University Alliance is a UK-based coalition of professional and technical universities focused on applied research, industry collaboration, and practice-oriented higher education.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1bbb49c8190822c7d809375e879 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71d492a48190be58396831e87ea0 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae72bdc5dc81908f475353999161e4 completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae76720e3c8190aeb82dd8779ff715 completed March 9, 2026, 7:27 a.m.
Created at: March 4, 2026, 7:48 p.m.