Triple

T6763163
Position Surface form Disambiguated ID Type / Status
Subject Banja Luka E154645 entity
Predicate hasUniversity P113 FINISHED
Object University of Banja Luka
The University of Banja Luka is a major public higher education and research institution located in Banja Luka, Bosnia and Herzegovina.
 E618026 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: University of Banja Luka | Statement: [Banja Luka, hasUniversity, University of Banja Luka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Banja Luka
Context triple: [Banja Luka, hasUniversity, University of Banja Luka]
  • A. 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.
  • B. University of Sarajevo
    The University of Sarajevo is the largest and oldest public university in Bosnia and Herzegovina, serving as the country’s leading center for higher education and research.
  • C. University of Niš
    The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
  • D. University of Zenica
    The University of Zenica is a public higher education institution in Zenica, Bosnia and Herzegovina, offering a range of academic programs and research activities across multiple faculties.
  • E. University of Pristina
    The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
  • 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: University of Banja Luka
Triple: [Banja Luka, hasUniversity, University of Banja Luka]
Generated description
The University of Banja Luka is a major public higher education and research institution located in Banja Luka, Bosnia and Herzegovina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Banja Luka
Target entity description: The University of Banja Luka is a major public higher education and research institution located in Banja Luka, Bosnia and Herzegovina.
  • A. 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.
  • B. University of Sarajevo
    The University of Sarajevo is the largest and oldest public university in Bosnia and Herzegovina, serving as the country’s leading center for higher education and research.
  • C. University of Niš
    The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
  • D. University of Zenica
    The University of Zenica is a public higher education institution in Zenica, Bosnia and Herzegovina, offering a range of academic programs and research activities across multiple faculties.
  • E. University of Pristina
    The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2160a2c8190837c608a3509c62c completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b6ec408190bd9131f289b02ba7 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713b3accc81908d19c1b00e2c312c completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7146413748190b844d9422dce42c2 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:12 p.m.