Triple

T3415615
Position Surface form Disambiguated ID Type / Status
Subject Schulich School of Business E72000 entity
Predicate hasProgram P178 FINISHED
Object IMBA
IMBA is an International Master of Business Administration program offered by the Schulich School of Business, focusing on globally oriented management education and cross-cultural business skills.
 E354519 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: IMBA | Statement: [Schulich School of Business, hasProgram, IMBA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IMBA
Context triple: [Schulich School of Business, hasProgram, IMBA]
  • A. IMP
    IMP is an early packet-switching node used in the ARPANET, serving as a precursor to modern internet routers.
  • B. IBI
    IBI is an academic institute focused on advancing research, education, and practice in business innovation and entrepreneurship.
  • C. iMIP
    iMIP is an email-based protocol for transporting iCalendar scheduling information, enabling calendar invitations and updates to be exchanged via standard email systems.
  • D. ITM
    ITM is the IATA airport code for Osaka International Airport, a major domestic airport serving the Osaka metropolitan area in Japan.
  • E. IMPJ
    IMPJ is the umbrella organization representing Reform and Progressive Judaism in Israel, promoting liberal Jewish religious life, education, and social action.
  • 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: IMBA
Triple: [Schulich School of Business, hasProgram, IMBA]
Generated description
IMBA is an International Master of Business Administration program offered by the Schulich School of Business, focusing on globally oriented management education and cross-cultural business skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IMBA
Target entity description: IMBA is an International Master of Business Administration program offered by the Schulich School of Business, focusing on globally oriented management education and cross-cultural business skills.
  • A. IMP
    IMP is an early packet-switching node used in the ARPANET, serving as a precursor to modern internet routers.
  • B. IBI
    IBI is an academic institute focused on advancing research, education, and practice in business innovation and entrepreneurship.
  • C. iMIP
    iMIP is an email-based protocol for transporting iCalendar scheduling information, enabling calendar invitations and updates to be exchanged via standard email systems.
  • D. ITM
    ITM is the IATA airport code for Osaka International Airport, a major domestic airport serving the Osaka metropolitan area in Japan.
  • E. IMPJ
    IMPJ is the umbrella organization representing Reform and Progressive Judaism in Israel, promoting liberal Jewish religious life, education, and social action.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb929b8ec8190aef431ec8ea2cf80 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34be316a88190a15cb1e9f31b57d0 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4a1db88190b30362f4147754dc completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34ebb55bc81909eabf629b688714e completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:15 p.m.