Triple

T22531087
Position Surface form Disambiguated ID Type / Status
Subject University of Sfax E557036 entity
Predicate hasInstitute P186 FINISHED
Object Higher Institute of Business Administration of Sfax
The Higher Institute of Business Administration of Sfax is a Tunisian higher education institution specializing in business and management studies and operating under the University of Sfax.
E1541588 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: Higher Institute of Business Administration of Sfax | Statement: [University of Sfax, hasInstitute, Higher Institute of Business Administration of Sfax]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Higher Institute of Business Administration of Sfax
Context triple: [University of Sfax, hasInstitute, Higher Institute of Business Administration of Sfax]
  • A. University of Sfax
    The University of Sfax is a major public higher education and research institution located in the coastal city of Sfax in Tunisia.
  • B. Higher Institute of Business Administration (HIBA)
    The Higher Institute of Business Administration (HIBA) is a specialized graduate business school in Syria offering advanced management and business education under Damascus University.
  • C. Manouba University
    Manouba University is a public Tunisian university known for its diverse academic programs and research activities, located in the La Manouba urban area near Tunis.
  • D. National School of Commerce and Management of Fez
    The National School of Commerce and Management of Fez is a Moroccan higher education institution specializing in business, management, and commerce studies.
  • E. University of Carthage
    The University of Carthage is a public higher education and research institution in the Tunis area of Tunisia, offering a wide range of academic programs across multiple 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: Higher Institute of Business Administration of Sfax
Triple: [University of Sfax, hasInstitute, Higher Institute of Business Administration of Sfax]
Generated description
The Higher Institute of Business Administration of Sfax is a Tunisian higher education institution specializing in business and management studies and operating under the University of Sfax.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Higher Institute of Business Administration of Sfax
Target entity description: The Higher Institute of Business Administration of Sfax is a Tunisian higher education institution specializing in business and management studies and operating under the University of Sfax.
  • A. University of Sfax
    The University of Sfax is a major public higher education and research institution located in the coastal city of Sfax in Tunisia.
  • B. Higher Institute of Business Administration (HIBA)
    The Higher Institute of Business Administration (HIBA) is a specialized graduate business school in Syria offering advanced management and business education under Damascus University.
  • C. Manouba University
    Manouba University is a public Tunisian university known for its diverse academic programs and research activities, located in the La Manouba urban area near Tunis.
  • D. National School of Commerce and Management of Fez
    The National School of Commerce and Management of Fez is a Moroccan higher education institution specializing in business, management, and commerce studies.
  • E. University of Carthage
    The University of Carthage is a public higher education and research institution in the Tunis area of Tunisia, offering a wide range of academic programs across multiple 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15ed6734881908abbbee477dfab98 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1ddc87308190831920e177374d26 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1ef5d46481909a33c158e1c6283e completed May 18, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1f662ba48190a1d29ffe46b7e4a2 completed May 18, 2026, 2:17 p.m.
Created at: April 16, 2026, 8:51 p.m.