Triple

T7114603

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of National and World Economy	`E165786`	entity
Predicate	hasCampus	`P116`	FINISHED
Object	Studentski Grad, Sofia Studentski Grad, Sofia is a major student district in Bulgaria’s capital, known for its dense concentration of university dormitories, educational institutions, and vibrant student life.	`E641763`	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: Studentski Grad, Sofia | Statement: [University of National and World Economy, hasCampus, Studentski Grad, Sofia]

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

Target entity: Studentski Grad, Sofia
Context triple: [University of National and World Economy, hasCampus, Studentski Grad, Sofia]

A. 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.
B. 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.
C. Plovdiv
Plovdiv is Bulgaria’s second-largest city and one of Europe’s oldest continuously inhabited urban centers, known for its Roman amphitheater, Old Town, and rich cultural heritage.
D. Boyana, Sofia
Boyana, Sofia is a prestigious residential neighborhood at the foot of Vitosha Mountain in Sofia, Bulgaria, known for its natural scenery, affluent homes, and cultural landmarks.
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: Studentski Grad, Sofia
Triple: [University of National and World Economy, hasCampus, Studentski Grad, Sofia]

Generated description

Studentski Grad, Sofia is a major student district in Bulgaria’s capital, known for its dense concentration of university dormitories, educational institutions, and vibrant student life.

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

Target entity: Studentski Grad, Sofia
Target entity description: Studentski Grad, Sofia is a major student district in Bulgaria’s capital, known for its dense concentration of university dormitories, educational institutions, and vibrant student life.

A. 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.
B. 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.
C. Plovdiv
Plovdiv is Bulgaria’s second-largest city and one of Europe’s oldest continuously inhabited urban centers, known for its Roman amphitheater, Old Town, and rich cultural heritage.
D. Boyana, Sofia
Boyana, Sofia is a prestigious residential neighborhood at the foot of Vitosha Mountain in Sofia, Bulgaria, known for its natural scenery, affluent homes, and cultural landmarks.
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_69c6888227bc8190a1394679e3116f90`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e5f0dab8819092103aefcaa1f9c2`	completed	March 27, 2026, 8:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c79cbfc7a08190ab07f3d65aa79f16`	completed	March 28, 2026, 9:17 a.m.
NEDg	Description generation	`batch_69c79d0215888190b0e59c2584358a05`	completed	March 28, 2026, 9:18 a.m.
NED2	Entity disambiguation (via description)	`batch_69c79d63b6dc8190b3b52ef6566ba490`	completed	March 28, 2026, 9:20 a.m.

Created at: March 27, 2026, 2:43 p.m.