Triple

T6194953
Position Surface form Disambiguated ID Type / Status
Subject Grambling State University E138486 entity
Predicate hasAcademicDivision P50 FINISHED
Object College of Business
The College of Business is an academic division of Grambling State University that offers business-related undergraduate and graduate programs and supports education in areas such as management, accounting, finance, and marketing.
E584847 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 Business | Statement: [Grambling State University, hasAcademicDivision, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [Grambling State University, hasAcademicDivision, College of Business]
  • A. College of Business
    The College of Business is the business school of California State University, Sacramento, offering undergraduate and graduate programs in areas such as management, finance, marketing, and accounting.
  • B. College of Business
    The College of Business at California State University, Long Beach is a public business school offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, with a focus on preparing students for careers in the global business environment.
  • C. College of Business
    The College of Business is the business education division of Tennessee State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. College of Business
    The College of Business is an academic unit of California State University, Chico that offers undergraduate and graduate programs in business-related fields such as management, marketing, finance, and accounting.
  • E. College of Business
    The College of Business is the business-focused academic division of Eastern New Mexico University, offering programs in areas such as management, marketing, accounting, and related fields.
  • 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 Business
Triple: [Grambling State University, hasAcademicDivision, College of Business]
Generated description
The College of Business is an academic division of Grambling State University that offers business-related undergraduate and graduate programs and supports education in areas such as management, accounting, finance, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business is an academic division of Grambling State University that offers business-related undergraduate and graduate programs and supports education in areas such as management, accounting, finance, and marketing.
  • A. College of Business
    The College of Business at Mississippi State University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and industry.
  • B. College of Business
    The College of Business is an academic unit that offers undergraduate and graduate business education, typically including programs in areas such as accounting, finance, management, and marketing.
  • C. College of Business
    The College of Business at Jackson State University is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
  • D. College of Business
    The College of Business is the business school of Texas A&M University–Commerce, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. College of Business
    The College of Business is the business education division of Tennessee State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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_69c008ab9b3081908a11b2c744838435 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062443cec81909dc9bafea2f5e7d4 completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e3d49bb88190991aff5e6bb4751a completed March 27, 2026, 1:56 a.m.
NEDg Description generation batch_69c5edb787248190a522048b199b3253 completed March 27, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee14df8881909fdcfa4e271dd637 completed March 27, 2026, 2:40 a.m.
Created at: March 22, 2026, 4:19 p.m.