Triple

T18128401

Position	Surface form	Disambiguated ID	Type / Status
Subject	Landkreis Neustadt an der Aisch-Bad Windsheim	`E433942`	entity
Predicate	borderedBy	`P224`	FINISHED
Object	Landkreis Höchstadt an der Aisch (historical) Landkreis Höchstadt an der Aisch was a former rural district in Middle Franconia, Bavaria, centered on the town of Höchstadt an der Aisch before being dissolved in regional administrative reforms.	`E433942`	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: Landkreis Höchstadt an der Aisch (historical) | Statement: [Landkreis Neustadt an der Aisch-Bad Windsheim, borderedBy, Landkreis Höchstadt an der Aisch (historical)]

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

Target entity: Landkreis Höchstadt an der Aisch (historical)
Context triple: [Landkreis Neustadt an der Aisch-Bad Windsheim, borderedBy, Landkreis Höchstadt an der Aisch (historical)]

A. Landkreis Neustadt an der Aisch-Bad Windsheim
Landkreis Neustadt an der Aisch-Bad Windsheim is a rural district in the Bavarian region of Middle Franconia, Germany, known for its small towns, agricultural landscape, and Franconian cultural heritage.
B. district of Hohenlohekreis
The district of Hohenlohekreis is a rural administrative district in the German state of Baden-Württemberg, known for its picturesque river valleys, historic towns, and agricultural landscapes.
C. district of Aichach-Friedberg
The district of Aichach-Friedberg is a rural administrative district in the Bavarian region of Swabia in southern Germany, known for its historic towns and proximity to the city of Augsburg.
D. Landkreis Würzburg
Landkreis Würzburg is a rural district in the Bavarian administrative region of Lower Franconia in Germany, surrounding but not including the city of Würzburg.
E. Landkreis Aschaffenburg
Landkreis Aschaffenburg is a rural administrative district in the Lower Franconia region of Bavaria, Germany, surrounding but not including the city of Aschaffenburg.
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: Landkreis Höchstadt an der Aisch (historical)
Triple: [Landkreis Neustadt an der Aisch-Bad Windsheim, borderedBy, Landkreis Höchstadt an der Aisch (historical)]

Generated description

Landkreis Höchstadt an der Aisch was a former rural district in Middle Franconia, Bavaria, centered on the town of Höchstadt an der Aisch before being dissolved in regional administrative reforms.

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

Target entity: Landkreis Höchstadt an der Aisch (historical)
Target entity description: Landkreis Höchstadt an der Aisch was a former rural district in Middle Franconia, Bavaria, centered on the town of Höchstadt an der Aisch before being dissolved in regional administrative reforms.

A. Landkreis Neustadt an der Aisch-Bad Windsheim chosen
Landkreis Neustadt an der Aisch-Bad Windsheim is a rural district in the Bavarian region of Middle Franconia, Germany, known for its small towns, agricultural landscape, and Franconian cultural heritage.
B. district of Hohenlohekreis
The district of Hohenlohekreis is a rural administrative district in the German state of Baden-Württemberg, known for its picturesque river valleys, historic towns, and agricultural landscapes.
C. district of Aichach-Friedberg
The district of Aichach-Friedberg is a rural administrative district in the Bavarian region of Swabia in southern Germany, known for its historic towns and proximity to the city of Augsburg.
D. Landkreis Würzburg
Landkreis Würzburg is a rural district in the Bavarian administrative region of Lower Franconia in Germany, surrounding but not including the city of Würzburg.
E. Landkreis Aschaffenburg
Landkreis Aschaffenburg is a rural administrative district in the Lower Franconia region of Bavaria, Germany, surrounding but not including the city of Aschaffenburg.
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_69d8b909e8cc81908df4cc2b8ea6d11f`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4ddf061b48190b67356f1c266b80a`	completed	April 19, 2026, 1:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a038543ec98819080e1bb3981634ecb`	completed	May 12, 2026, 7:53 p.m.
NEDg	Description generation	`batch_6a0389649bac8190bb5f189e562ab8c3`	completed	May 12, 2026, 8:11 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0389eb3928819080b6d257698e662c`	completed	May 12, 2026, 8:13 p.m.

Created at: April 10, 2026, 10:29 a.m.