Triple

T16592590
Position Surface form Disambiguated ID Type / Status
Subject Hitotsubashi University E403126 entity
Predicate hasGraduateSchool P113 FINISHED
Object Graduate School of Commerce and Management
The Graduate School of Commerce and Management is a leading Hitotsubashi University graduate school in Japan specializing in advanced research and education in business, economics, and management.
 E1222237 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 Commerce and Management | Statement: [Hitotsubashi University, hasGraduateSchool, Graduate School of Commerce and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Commerce and Management
Context triple: [Hitotsubashi University, hasGraduateSchool, Graduate School of Commerce and Management]
  • A. Graduate School of Business and Management
    The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
  • B. 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.
  • C. 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.
  • D. Graduate School of Management
    The Graduate School of Management is a professional graduate school of business and management affiliated with Kyoto University in Japan.
  • E. Graduate School of International Management
    The Graduate School of International Management is a postgraduate program at Yokohama City University specializing in advanced studies and research in global business and management.
  • 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 Commerce and Management
Triple: [Hitotsubashi University, hasGraduateSchool, Graduate School of Commerce and Management]
Generated description
The Graduate School of Commerce and Management is a leading Hitotsubashi University graduate school in Japan specializing in advanced research and education in business, economics, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graduate School of Commerce and Management
Target entity description: The Graduate School of Commerce and Management is a leading Hitotsubashi University graduate school in Japan specializing in advanced research and education in business, economics, and management.
  • A. Graduate School of Business and Management
    The Graduate School of Business and Management is a higher education faculty specializing in business and management studies within Saint Petersburg Polytechnic Institute.
  • B. 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.
  • C. 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.
  • D. Graduate School of Management
    The Graduate School of Management is a professional graduate school of business and management affiliated with Kyoto University in Japan.
  • E. Graduate School of International Management
    The Graduate School of International Management is a postgraduate program at Yokohama City University specializing in advanced studies and research in global 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e359a123e8819095cd73cd848a3345 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759b9e5081909815d2cd00d44490 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007680bc7c81908c81ad690035ed47 completed May 10, 2026, 12:13 p.m.
NED2 Entity disambiguation (via description) batch_6a007734abd481909c9c698f2aef7632 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:16 a.m.