Triple

T8206513

Position	Surface form	Disambiguated ID	Type / Status
Subject	Plovdiv	`E191700`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	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.	`E719425`	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: Plovdiv University Paisii Hilendarski | Statement: [Plovdiv, hasUniversity, Plovdiv University Paisii Hilendarski]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Plovdiv University Paisii Hilendarski
Context triple: [Plovdiv, hasUniversity, Plovdiv University Paisii Hilendarski]

A. 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.
B. Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
C. Trakya University
Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
D. 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.
E. Veliko Tarnovo University "St. Cyril and St. Methodius"
Veliko Tarnovo University "St. Cyril and St. Methodius" is a major Bulgarian higher education institution known for its strong programs in the humanities, social sciences, and arts, located in the historic city of Veliko Tarnovo.
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: Plovdiv University Paisii Hilendarski
Triple: [Plovdiv, hasUniversity, Plovdiv University Paisii Hilendarski]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Plovdiv University Paisii Hilendarski
Target entity description: 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.

A. 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.
B. Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
C. Trakya University
Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
D. 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.
E. Veliko Tarnovo University "St. Cyril and St. Methodius"
Veliko Tarnovo University "St. Cyril and St. Methodius" is a major Bulgarian higher education institution known for its strong programs in the humanities, social sciences, and arts, located in the historic city of Veliko Tarnovo.
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_69ccedd27bc08190a8109217069a8978`	completed	April 1, 2026, 10:05 a.m.
NEDg	Description generation	`batch_69ccf1b818588190936f96d53bf08c2b`	completed	April 1, 2026, 10:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69cd05c2059081908bd04ee4722f9aad`	completed	April 1, 2026, 11:47 a.m.

Created at: March 30, 2026, 5:43 p.m.