Triple

T15782020
Position Surface form Disambiguated ID Type / Status
Subject National Taiwan Normal University E382640 entity
Predicate hasFaculty P141 FINISHED
Object College of Management
The College of Management at National Taiwan Normal University is an academic division specializing in business and management education and research within the university.
 E1180258 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: College of Management | Statement: [National Taiwan Normal University, hasFaculty, College of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: College of Management
Context triple: [National Taiwan Normal University, hasFaculty, College of Management]
  • A. College of Management
    The College of Management at National Taiwan University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
  • B. College of Management
    The College of Management is the business school of the University of Massachusetts Boston, offering undergraduate and graduate programs in areas such as business administration, management, and related fields.
  • C. College of Management
    The College of Management is a business and management education faculty within Shenzhen University, offering programs and research in areas such as management, finance, and related disciplines.
  • D. College of Management
    The College of Management at National Central University is an academic unit specializing in business and management education and research within the university.
  • E. College of Management
    The College of Management is an academic division of Chang Jung Christian University that offers business and management-related education and research 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: College of Management
Triple: [National Taiwan Normal University, hasFaculty, College of Management]
Generated description
The College of Management at National Taiwan Normal University is an academic division specializing in business and management education and research within the university.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: College of Management
Target entity description: The College of Management at National Taiwan Normal University is an academic division specializing in business and management education and research within the university.
  • A. College of Management
    The College of Management at National Central University is an academic unit specializing in business and management education and research within the university.
  • B. College of Management
    The College of Management at National Taiwan University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
  • C. College of Management
    The College of Management at National Cheng Kung University is a leading Taiwanese business school offering comprehensive education and research programs in management and related fields.
  • D. College of Management
    The College of Management is an academic division of Chang Jung Christian University that offers business and management-related education and research programs.
  • E. College of Management
    The College of Management is a business and management education faculty within Shenzhen University, offering programs and research in areas such as management, finance, and related disciplines.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa12d6f388190b61cdc7820ce6311 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:48 a.m.