Triple

T11820468
Position Surface form Disambiguated ID Type / Status
Subject National Taiwan University E281111 entity
Predicate hasFaculty P141 FINISHED
Object 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.
E948267 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 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 University, hasFaculty, College of Management]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. School of Management
    The School of Management at the University of Alaska Fairbanks is a business-focused academic unit offering undergraduate and graduate programs in areas such as management, accounting, and economics, often emphasizing Alaska’s unique economic and organizational environment.
  • E. School of Management
    The School of Management is an academic unit of the China University of Mining and Technology that focuses on education and research in management and related disciplines.
  • 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 University, hasFaculty, College of Management]
Generated description
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.
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 University is a leading business school in Taiwan, offering comprehensive education and research programs in business, finance, and management.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. School of Management
    The School of Management at Binghamton University is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. School of Management
    The School of Management is an academic unit of UP Mindanao that offers programs and research in business, management, and related fields.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e87e488190905bc3bb6d721e56 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131e1891081909cfbd9e2eb168808 completed April 28, 2026, 10:17 p.m.
NEDg Description generation batch_69f14e8a1b788190a1704d6e102342e3 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f15715a1588190ba0ec21647adc57c completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.