Triple

T5372209
Position Surface form Disambiguated ID Type / Status
Subject Šabac E108876 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Academy of Applied Studies Šabac
Academy of Applied Studies Šabac is a higher education institution in the city of Šabac, Serbia, offering practice-oriented applied study programs.
 E516292 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: Academy of Applied Studies Šabac | Statement: [Šabac, hasEducationalInstitution, Academy of Applied Studies Šabac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Academy of Applied Studies Šabac
Context triple: [Šabac, hasEducationalInstitution, Academy of Applied Studies Šabac]
  • A. University of Pristina
    The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
  • B. University of Niš
    The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
  • C. University of Novi Sad
    The University of Novi Sad is a major public research university in Serbia and one of the largest educational and scientific centers in Central and Southeast Europe.
  • D. University of Belgrade
    The University of Belgrade is a major public research university in Serbia and one of the oldest and largest higher education institutions in the Balkans.
  • E. University of Montenegro
    The University of Montenegro is the largest and oldest public higher education and research institution in Montenegro, offering a wide range of academic programs across multiple faculties.
  • 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: Academy of Applied Studies Šabac
Triple: [Šabac, hasEducationalInstitution, Academy of Applied Studies Šabac]
Generated description
Academy of Applied Studies Šabac is a higher education institution in the city of Šabac, Serbia, offering practice-oriented applied study programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Academy of Applied Studies Šabac
Target entity description: Academy of Applied Studies Šabac is a higher education institution in the city of Šabac, Serbia, offering practice-oriented applied study programs.
  • A. University of Pristina
    The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
  • B. University of Niš
    The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
  • C. University of Novi Sad
    The University of Novi Sad is a major public research university in Serbia and one of the largest educational and scientific centers in Central and Southeast Europe.
  • D. University of Belgrade
    The University of Belgrade is a major public research university in Serbia and one of the oldest and largest higher education institutions in the Balkans.
  • E. University of Montenegro
    The University of Montenegro is the largest and oldest public higher education and research institution in Montenegro, offering a wide range of academic programs across multiple faculties.
  • 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd86aa0f5c8190ba96554e75696f8e completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29347a18819083115fe68db8e708 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
Created at: March 20, 2026, 2:02 p.m.