Triple

T8056353

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bihać	`E188010`	entity
Predicate	hasHeritage	`P1494`	FINISHED
Object	Austro-Hungarian architecture Austro-Hungarian architecture is a Central European architectural style from the late 19th and early 20th centuries, characterized by eclectic historicism, ornate facades, and a blend of Baroque, Neo-Renaissance, and Secessionist (Art Nouveau) elements developed within the Austro-Hungarian Empire.	`E330632`	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: Austro-Hungarian architecture | Statement: [Bihać, hasHeritage, Austro-Hungarian architecture]

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

Target entity: Austro-Hungarian architecture
Context triple: [Bihać, hasHeritage, Austro-Hungarian architecture]

A. Austrian modernism
Austrian modernism was an early 20th-century cultural and literary movement in Austria characterized by psychological depth, formal experimentation, and a critical engagement with the social and spiritual crises of modern life.
B. Budapest Secession
Budapest Secession refers to the Hungarian branch of the broader Secessionist (Art Nouveau) movement, centered in Budapest and characterized by its distinctive modernist art and architectural style at the turn of the 20th century.
C. Vienna Secession
The Vienna Secession was an Austrian art movement founded in 1897 by artists such as Gustav Klimt, who sought to break from academic traditions and promote modern, stylistically innovative art and design.
D. Serbo-Byzantine architecture
Serbo-Byzantine architecture is a medieval architectural style that blends traditional Byzantine forms with distinctive Serbian elements, especially evident in Orthodox monasteries and churches.
E. AUSTRIAN
AUSTRIAN is the radio callsign used by Austrian Airlines, the flag carrier airline of Austria.
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: Austro-Hungarian architecture
Triple: [Bihać, hasHeritage, Austro-Hungarian architecture]

Generated description

Austro-Hungarian architecture is a Central European architectural style from the late 19th and early 20th centuries, characterized by eclectic historicism, ornate facades, and a blend of Baroque, Neo-Renaissance, and Secessionist (Art Nouveau) elements developed within the Austro-Hungarian Empire.

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

Target entity: Austro-Hungarian architecture
Target entity description: Austro-Hungarian architecture is a Central European architectural style from the late 19th and early 20th centuries, characterized by eclectic historicism, ornate facades, and a blend of Baroque, Neo-Renaissance, and Secessionist (Art Nouveau) elements developed within the Austro-Hungarian Empire.

A. Austrian modernism
Austrian modernism was an early 20th-century cultural and literary movement in Austria characterized by psychological depth, formal experimentation, and a critical engagement with the social and spiritual crises of modern life.
B. Budapest Secession chosen
Budapest Secession refers to the Hungarian branch of the broader Secessionist (Art Nouveau) movement, centered in Budapest and characterized by its distinctive modernist art and architectural style at the turn of the 20th century.
C. Vienna Secession
The Vienna Secession was an Austrian art movement founded in 1897 by artists such as Gustav Klimt, who sought to break from academic traditions and promote modern, stylistically innovative art and design.
D. Serbo-Byzantine architecture
Serbo-Byzantine architecture is a medieval architectural style that blends traditional Byzantine forms with distinctive Serbian elements, especially evident in Orthodox monasteries and churches.
E. AUSTRIAN
AUSTRIAN is the radio callsign used by Austrian Airlines, the flag carrier airline of Austria.
F. None of above.

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_69ca82b2f68881908c50560697e210da`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3fa26fb88190b6799bddeb68ed78`	completed	March 31, 2026, 3:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc5725c5308190b2eb565902124b10`	completed	March 31, 2026, 11:22 p.m.
NEDg	Description generation	`batch_69cc58ae255c8190a6a2d2f335c6cc3f`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cd22b188190b8a31e8e8ac8b98d`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:25 p.m.