Triple

T10533325
Position Surface form Disambiguated ID Type / Status
Subject European Union Water Framework Directive E248499 entity
Predicate shortName P43 FINISHED
Object WFD
WFD is the commonly used abbreviation for the European Union Water Framework Directive, a key piece of EU legislation aimed at protecting and improving the quality of water resources across member states.
 E869817 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: WFD | Statement: [European Union Water Framework Directive, shortName, WFD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WFD
Context triple: [European Union Water Framework Directive, shortName, WFD]
  • A. NWFD
    NWFD is the commonly used abbreviation for the Northwestern Fire Department, a regional firefighting and emergency response agency.
  • B. WLD
    WLD is the native cryptocurrency token of the Worldcoin project, used for governance, incentives, and participation within its identity and financial ecosystem.
  • C. WF
    WF is the common abbreviation for Windows Workflow Foundation, a Microsoft technology for building workflow-enabled applications within the .NET framework.
  • D. WF
    WF is the common abbreviation for Wikifunctions, a Wikimedia project aimed at creating a collaborative catalog of reusable functions.
  • E. IWA
    The International Workingmen's Association (IWA) was a 19th-century international organization that united various socialist, communist, and anarchist groups and trade unions in the struggle for workers’ rights and social revolution.
  • 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: WFD
Triple: [European Union Water Framework Directive, shortName, WFD]
Generated description
WFD is the commonly used abbreviation for the European Union Water Framework Directive, a key piece of EU legislation aimed at protecting and improving the quality of water resources across member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WFD
Target entity description: WFD is the commonly used abbreviation for the European Union Water Framework Directive, a key piece of EU legislation aimed at protecting and improving the quality of water resources across member states.
  • A. NWFD
    NWFD is the commonly used abbreviation for the Northwestern Fire Department, a regional firefighting and emergency response agency.
  • B. WLD
    WLD is the native cryptocurrency token of the Worldcoin project, used for governance, incentives, and participation within its identity and financial ecosystem.
  • C. WF
    WF is the common abbreviation for Windows Workflow Foundation, a Microsoft technology for building workflow-enabled applications within the .NET framework.
  • D. WF
    WF is the common abbreviation for Wikifunctions, a Wikimedia project aimed at creating a collaborative catalog of reusable functions.
  • E. IWA
    The International Workingmen's Association (IWA) was a 19th-century international organization that united various socialist, communist, and anarchist groups and trade unions in the struggle for workers’ rights and social revolution.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a19b59c8190b00db7d5813ad37d completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e471e9c8190b134249073b289bd completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d9107f488481908845aef0fdf6d60d completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911790010819093fc50952502fd59 completed April 10, 2026, 3:04 p.m.
Created at: April 6, 2026, 12:30 p.m.