Triple

T8206515
Position Surface form Disambiguated ID Type / Status
Subject Plovdiv E191700 entity
Predicate hasUniversity P113 FINISHED
Object Agricultural University – Plovdiv
Agricultural University – Plovdiv is a Bulgarian higher education institution specializing in agricultural sciences and related fields, located in the city of Plovdiv.
 E720439 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: Agricultural University – Plovdiv | Statement: [Plovdiv, hasUniversity, Agricultural University – Plovdiv]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Agricultural University – Plovdiv
Context triple: [Plovdiv, hasUniversity, Agricultural University – Plovdiv]
  • A. University of Food Technologies – Plovdiv
    The University of Food Technologies – Plovdiv is a Bulgarian higher education institution specializing in food science, technology, and related engineering disciplines.
  • B. Plovdiv campus
    Plovdiv campus is a regional branch of the Technical University of Sofia located in the city of Plovdiv, Bulgaria, offering engineering and technical higher education programs.
  • C. Plovdiv University Paisii Hilendarski
    Plovdiv University Paisii Hilendarski is one of Bulgaria’s leading higher education institutions, known for its broad range of academic programs and research activities, based in the city of Plovdiv.
  • D. Technical University of Varna
    Technical University of Varna is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the coastal city of Varna.
  • E. South-West University "Neofit Rilski"
    South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
  • 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: Agricultural University – Plovdiv
Triple: [Plovdiv, hasUniversity, Agricultural University – Plovdiv]
Generated description
Agricultural University – Plovdiv is a Bulgarian higher education institution specializing in agricultural sciences and related fields, located in the city of Plovdiv.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Agricultural University – Plovdiv
Target entity description: Agricultural University – Plovdiv is a Bulgarian higher education institution specializing in agricultural sciences and related fields, located in the city of Plovdiv.
  • A. University of Food Technologies – Plovdiv
    The University of Food Technologies – Plovdiv is a Bulgarian higher education institution specializing in food science, technology, and related engineering disciplines.
  • B. Plovdiv campus
    Plovdiv campus is a regional branch of the Technical University of Sofia located in the city of Plovdiv, Bulgaria, offering engineering and technical higher education programs.
  • C. Plovdiv University Paisii Hilendarski
    Plovdiv University Paisii Hilendarski is one of Bulgaria’s leading higher education institutions, known for its broad range of academic programs and research activities, based in the city of Plovdiv.
  • D. Technical University of Varna
    Technical University of Varna is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the coastal city of Varna.
  • E. South-West University "Neofit Rilski"
    South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
  • 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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb726b520081908ce4a03bd14dfcdf completed March 31, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd34b49fb88190b30a89d594ed4ada completed April 1, 2026, 3:07 p.m.
NEDg Description generation batch_69cd36ef47e88190ae96ea2459552247 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e9d362481908283d58b03c7ef9b completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:43 p.m.