Triple

T13232003
Position Surface form Disambiguated ID Type / Status
Subject School of Business, Korea University E315042 entity
Predicate affiliation P10 FINISHED
Object Korea University Business School alumni network
The Korea University Business School alumni network is a professional community connecting graduates of Korea University’s business programs for career development, networking, and collaboration.
 E1029049 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: Korea University Business School alumni network | Statement: [School of Business, Korea University, affiliation, Korea University Business School alumni network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Korea University Business School alumni network
Context triple: [School of Business, Korea University, affiliation, Korea University Business School alumni network]
  • A. Hanseo University
    Hanseo University is a private South Korean university known for its specialized programs in fields such as aviation, health sciences, and arts.
  • B. Sungkyul University
    Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
  • C. Dong-A University
    Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
  • D. Hosei University Faculty of Economics alumni network
    The Hosei University Faculty of Economics alumni network is an organization that connects graduates of the faculty for professional networking, career support, and ongoing engagement with the university’s economics community.
  • E. KAIST Board of Trustees
    The KAIST Board of Trustees is the university’s highest governing body, responsible for major policy decisions, oversight, and strategic direction of KAIST.
  • 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: Korea University Business School alumni network
Triple: [School of Business, Korea University, affiliation, Korea University Business School alumni network]
Generated description
The Korea University Business School alumni network is a professional community connecting graduates of Korea University’s business programs for career development, networking, and collaboration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Korea University Business School alumni network
Target entity description: The Korea University Business School alumni network is a professional community connecting graduates of Korea University’s business programs for career development, networking, and collaboration.
  • A. Hanseo University
    Hanseo University is a private South Korean university known for its specialized programs in fields such as aviation, health sciences, and arts.
  • B. Sungkyul University
    Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
  • C. Dong-A University
    Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
  • D. Hosei University Faculty of Economics alumni network
    The Hosei University Faculty of Economics alumni network is an organization that connects graduates of the faculty for professional networking, career support, and ongoing engagement with the university’s economics community.
  • E. KAIST Board of Trustees
    The KAIST Board of Trustees is the university’s highest governing body, responsible for major policy decisions, oversight, and strategic direction of KAIST.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d34ff288190bdb550a019b7a470 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2c07488190ad07c544cca63a7d completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f70408b2088190989c3b38a5d66495 completed May 3, 2026, 8:15 a.m.
NED2 Entity disambiguation (via description) batch_69f70518acc0819089a987abfd42f928 completed May 3, 2026, 8:19 a.m.
Created at: April 9, 2026, 9:22 p.m.