Triple

T3196438
Position Surface form Disambiguated ID Type / Status
Subject University of Haifa E66945 entity
Predicate hasSchool P113 FINISHED
Object Graduate School of Management
The Graduate School of Management at the University of Haifa is a higher education institution specializing in advanced business and management education and research.
 E336989 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: Graduate School of Management | Statement: [University of Haifa, hasSchool, Graduate School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Management
Context triple: [University of Haifa, hasSchool, Graduate School of Management]
  • A. Graduate School of Management
    The Graduate School of Management at the University of California, Davis is a professional school offering MBA and other graduate business programs with a focus on innovation, analytics, and leadership.
  • B. Graduate School of Management
    The Graduate School of Management is a professional graduate school of business and management affiliated with Kyoto University in Japan.
  • C. Graduate School of Business
    The Graduate School of Business is Seoul National University's specialized institution for advanced education and research in business and management.
  • D. Graduate School of Business
    The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
  • E. Graduate School of Business
    The Graduate School of Business at Yonsei University is a leading South Korean institution offering advanced management and business education, including MBA and related graduate programs.
  • 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: Graduate School of Management
Triple: [University of Haifa, hasSchool, Graduate School of Management]
Generated description
The Graduate School of Management at the University of Haifa is a higher education institution specializing in advanced business and management education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Management
Target entity description: The Graduate School of Management at the University of Haifa is a higher education institution specializing in advanced business and management education and research.
  • A. Graduate School of Management
    The Graduate School of Management at the University of California, Davis is a professional school offering MBA and other graduate business programs with a focus on innovation, analytics, and leadership.
  • B. Graduate School of Management
    The Graduate School of Management is a professional graduate school of business and management affiliated with Kyoto University in Japan.
  • C. Graduate School of Business
    The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
  • D. Graduate School of Business
    The Graduate School of Business at Yonsei University is a leading South Korean institution offering advanced management and business education, including MBA and related graduate programs.
  • E. Graduate School of Business
    The Graduate School of Business is Seoul National University's specialized institution for advanced education and research in business and management.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada7177b488190b7a1b40ff3fae15f completed March 8, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262181a4c8190b31bbb6bd7bef436 completed March 12, 2026, 6:50 a.m.
NEDg Description generation batch_69b2638b3b2881909563356ea8a9611c completed March 12, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69b264fb42e4819084c289235f33b654 completed March 12, 2026, 7:02 a.m.
Created at: March 8, 2026, 3:07 p.m.