Triple

T15976728

Position	Surface form	Disambiguated ID	Type / Status
Subject	Danube Flood Risk Management Plan	`E387467`	entity
Predicate	isRelatedTo	`P37`	FINISHED
Object	Directive 2007/60/EC Directive 2007/60/EC is a European Union law that establishes a framework for assessing and managing flood risks to reduce adverse consequences for human health, the environment, cultural heritage, and economic activity.	`E1187576`	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: Directive 2007/60/EC | Statement: [Danube Flood Risk Management Plan, isRelatedTo, Directive 2007/60/EC]

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

Target entity: Directive 2007/60/EC
Context triple: [Danube Flood Risk Management Plan, isRelatedTo, Directive 2007/60/EC]

A. Directive 2000/60/EC
Directive 2000/60/EC, also known as the EU Water Framework Directive, is a cornerstone European Union law that establishes a comprehensive framework for protecting and improving the quality and sustainable management of water resources across member states.
B. Directive 2007/64/EC
Directive 2007/64/EC is a European Union directive that established a harmonized legal framework for payment services within the EU, promoting competition, transparency, and consumer protection in the payments market.
C. Directive 2002/58/EC
Directive 2002/58/EC is a European Union directive that sets out rules on privacy and data protection in the electronic communications sector, complementing the broader EU data protection framework.
D. Directive 2006/17/EC
Directive 2006/17/EC is a European Union measure that sets technical requirements for the donation, procurement, and testing of human tissues and cells used for medical purposes.
E. Directive 2010/53/EU
Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
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: Directive 2007/60/EC
Triple: [Danube Flood Risk Management Plan, isRelatedTo, Directive 2007/60/EC]

Generated description

Directive 2007/60/EC is a European Union law that establishes a framework for assessing and managing flood risks to reduce adverse consequences for human health, the environment, cultural heritage, and economic activity.

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

Target entity: Directive 2007/60/EC
Target entity description: Directive 2007/60/EC is a European Union law that establishes a framework for assessing and managing flood risks to reduce adverse consequences for human health, the environment, cultural heritage, and economic activity.

A. Directive 2000/60/EC
Directive 2000/60/EC, also known as the EU Water Framework Directive, is a cornerstone European Union law that establishes a comprehensive framework for protecting and improving the quality and sustainable management of water resources across member states.
B. Directive 2007/64/EC
Directive 2007/64/EC is a European Union directive that established a harmonized legal framework for payment services within the EU, promoting competition, transparency, and consumer protection in the payments market.
C. Directive 2002/58/EC
Directive 2002/58/EC is a European Union directive that sets out rules on privacy and data protection in the electronic communications sector, complementing the broader EU data protection framework.
D. Directive 2006/17/EC
Directive 2006/17/EC is a European Union measure that sets technical requirements for the donation, procurement, and testing of human tissues and cells used for medical purposes.
E. Directive 2010/53/EU
Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
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_69d86da94ccc819083d187f5dc6a123e`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e1575166d081909c5275c235c8ce0f`	completed	April 16, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffc3c76c988190a2f2bb4b6ac5ef25`	completed	May 9, 2026, 11:31 p.m.
NEDg	Description generation	`batch_69ffc49bfa088190a6291f560ca9bdb5`	completed	May 9, 2026, 11:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffc538a5f0819097ea09f57d3cae35`	completed	May 9, 2026, 11:37 p.m.

Created at: April 10, 2026, 4:54 a.m.