Triple

T11419060
Position Surface form Disambiguated ID Type / Status
Subject WPP plc E270569 entity
Predicate hasSubsidiary P254 FINISHED
Object Grey Group
Grey Group is a global advertising and marketing agency network known for its creative campaigns and brand-building services for major international clients.
E924418 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: Grey Group | Statement: [WPP plc, hasSubsidiary, Grey Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grey Group
Context triple: [WPP plc, hasSubsidiary, Grey Group]
  • A. Omnicom Group
    Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
  • B. Wunderman
    Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
  • C. Groupe ADP
    Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
  • D. Hub Group
    Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
  • E. DDB Worldwide
    DDB Worldwide is a major global advertising agency network known for its creative marketing campaigns and brand-building work across multiple industries.
  • 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: Grey Group
Triple: [WPP plc, hasSubsidiary, Grey Group]
Generated description
Grey Group is a global advertising and marketing agency network known for its creative campaigns and brand-building services for major international clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grey Group
Target entity description: Grey Group is a global advertising and marketing agency network known for its creative campaigns and brand-building services for major international clients.
  • A. Omnicom Group
    Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
  • B. Wunderman
    Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
  • C. Groupe ADP
    Groupe ADP is a major French airport management company that owns and operates the Paris-area airports and provides aviation and related services worldwide.
  • D. Hub Group
    Hub Group is a North American supply chain solutions company specializing in intermodal, truck brokerage, and logistics services.
  • E. DDB Worldwide
    DDB Worldwide is a major global advertising agency network known for its creative marketing campaigns and brand-building work across multiple industries.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801b20ce08190befc98379b879985 completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b88f80d88190b91b63d0b7457c25 completed April 20, 2026, 5:24 a.m.
NEDg Description generation batch_69e5c28d3824819097ff84cb4e13c923 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c451c6c88190bcbb1f54ede35d29 completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.