Triple

T17091640

Position	Surface form	Disambiguated ID	Type / Status
Subject	BAYN	`E414739`	entity
Predicate	hasCorporateGovernanceCode	`P64614`	FINISHED
Object	German Corporate Governance Code The German Corporate Governance Code is a set of nationally recognized principles and recommendations designed to promote transparent, responsible, and shareholder-oriented management and supervision of German listed companies.	`E1249802`	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 Corporate Governance Code | Statement: [BAYN, hasCorporateGovernanceCode, German Corporate Governance Code]

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

Target entity: German Corporate Governance Code
Context triple: [BAYN, hasCorporateGovernanceCode, German Corporate Governance Code]

A. German Stock Corporation Act
The German Stock Corporation Act is the primary legal framework regulating the formation, governance, and operation of stock corporations (Aktiengesellschaften) in Germany.
B. German Investment Code
The German Investment Code is a key legal framework governing investment funds and asset management activities in Germany, setting rules for investor protection, fund authorization, and ongoing supervision.
C. 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.
D. UK Corporate Governance Code
The UK Corporate Governance Code is a key set of principles and provisions that guides best practice in leadership, accountability, remuneration, and stakeholder relations for companies listed in the United Kingdom.
E. Swiss Code of Best Practice for Corporate Governance
The Swiss Code of Best Practice for Corporate Governance is a set of voluntary guidelines issued by economiesuisse that defines standards for responsible management, board structure, shareholder rights, and transparency in Swiss listed companies.
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 Corporate Governance Code
Triple: [BAYN, hasCorporateGovernanceCode, German Corporate Governance Code]

Generated description

The German Corporate Governance Code is a set of nationally recognized principles and recommendations designed to promote transparent, responsible, and shareholder-oriented management and supervision of German listed companies.

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

Target entity: German Corporate Governance Code
Target entity description: The German Corporate Governance Code is a set of nationally recognized principles and recommendations designed to promote transparent, responsible, and shareholder-oriented management and supervision of German listed companies.

A. German Stock Corporation Act
The German Stock Corporation Act is the primary legal framework regulating the formation, governance, and operation of stock corporations (Aktiengesellschaften) in Germany.
B. German Investment Code
The German Investment Code is a key legal framework governing investment funds and asset management activities in Germany, setting rules for investor protection, fund authorization, and ongoing supervision.
C. 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.
D. UK Corporate Governance Code
The UK Corporate Governance Code is a key set of principles and provisions that guides best practice in leadership, accountability, remuneration, and stakeholder relations for companies listed in the United Kingdom.
E. Swiss Code of Best Practice for Corporate Governance
The Swiss Code of Best Practice for Corporate Governance is a set of voluntary guidelines issued by economiesuisse that defines standards for responsible management, board structure, shareholder rights, and transparency in Swiss listed companies.
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_69d886cfc8e88190b05ba466edd35591`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3dbfa09b08190be4303dd0d174feb`	completed	April 18, 2026, 7:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a012eec0d5c8190806e756aae848ba2`	completed	May 11, 2026, 1:20 a.m.
NEDg	Description generation	`batch_6a012f7f8b148190914b0d7cfb2d5c5c`	completed	May 11, 2026, 1:23 a.m.
NED2	Entity disambiguation (via description)	`batch_6a012ffb67d4819099ec8d668cb590c9`	completed	May 11, 2026, 1:25 a.m.

Created at: April 10, 2026, 5:35 a.m.