Triple

T5030019

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bavarian administrative courts	`E113272`	entity
Predicate	follows	`P134`	FINISHED
Object	German Administrative Procedure Act The German Administrative Procedure Act is a federal law that sets out the general rules and principles governing how public authorities in Germany conduct administrative procedures and make administrative decisions.	`E488034`	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: German Administrative Procedure Act | Statement: [Bavarian administrative courts, follows, German Administrative Procedure Act]

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

Target entity: German Administrative Procedure Act
Context triple: [Bavarian administrative courts, follows, German Administrative Procedure Act]

A. German Code of Civil Procedure
The German Code of Civil Procedure is the primary legal framework governing civil court proceedings in Germany, detailing rules for jurisdiction, procedure, evidence, and appeals.
B. German Code of Criminal Procedure
The German Code of Criminal Procedure is the central legal framework that regulates how criminal investigations, prosecutions, trials, and appeals are conducted in Germany’s courts.
C. German Postal Act
The German Postal Act is the primary legal framework regulating postal services and market oversight in Germany, including licensing, competition rules, and consumer protection.
D. Administrative Procedure Act of Japan
The Administrative Procedure Act of Japan is a fundamental law that standardizes and ensures fairness, transparency, and due process in administrative actions and decision-making by Japanese government agencies.
E. German Commercial Code
The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
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: German Administrative Procedure Act
Triple: [Bavarian administrative courts, follows, German Administrative Procedure Act]

Generated description

The German Administrative Procedure Act is a federal law that sets out the general rules and principles governing how public authorities in Germany conduct administrative procedures and make administrative decisions.

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

Target entity: German Administrative Procedure Act
Target entity description: The German Administrative Procedure Act is a federal law that sets out the general rules and principles governing how public authorities in Germany conduct administrative procedures and make administrative decisions.

A. German Code of Civil Procedure
The German Code of Civil Procedure is the primary legal framework governing civil court proceedings in Germany, detailing rules for jurisdiction, procedure, evidence, and appeals.
B. German Code of Criminal Procedure
The German Code of Criminal Procedure is the central legal framework that regulates how criminal investigations, prosecutions, trials, and appeals are conducted in Germany’s courts.
C. German Postal Act
The German Postal Act is the primary legal framework regulating postal services and market oversight in Germany, including licensing, competition rules, and consumer protection.
D. Administrative Procedure Act of Japan
The Administrative Procedure Act of Japan is a fundamental law that standardizes and ensures fairness, transparency, and due process in administrative actions and decision-making by Japanese government agencies.
E. German Commercial Code
The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
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_69bd443775e48190a646ffbfc4334723`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd739099a0819099c6201d4e1c5ee2`	completed	March 20, 2026, 4:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be9c6859a88190bbf5688812f2eb91`	completed	March 21, 2026, 1:26 p.m.
NEDg	Description generation	`batch_69be9e13855081908c3adc9c5c9f3b2d`	completed	March 21, 2026, 1:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69be9e83b6e48190b56eb02fce41bbf0`	completed	March 21, 2026, 1:34 p.m.

Created at: March 20, 2026, 1:36 p.m.