Triple

T8415950
Position Surface form Disambiguated ID Type / Status
Subject Omnicom Group E198729 entity
Predicate hasDivision P35 FINISHED
Object Omnicom Precision Marketing Group
Omnicom Precision Marketing Group is a data-driven marketing and customer experience network within Omnicom that specializes in personalized, technology-enabled marketing solutions for global brands.
E198729 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: Omnicom Precision Marketing Group | Statement: [Omnicom Group, hasDivision, Omnicom Precision Marketing Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Omnicom Precision Marketing Group
Context triple: [Omnicom Group, hasDivision, Omnicom Precision Marketing 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. Publicis Communications
    Publicis Communications is a major creative and advertising network within the global marketing and communications conglomerate Publicis Groupe.
  • C. McCann Erickson
    McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
  • D. WPP plc
    WPP plc is a British multinational advertising and public relations conglomerate and one of the world’s largest communications groups.
  • E. Weber Shandwick
    Weber Shandwick is a global public relations and communications agency known for its work in corporate, public affairs, and brand communications for major clients worldwide.
  • 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: Omnicom Precision Marketing Group
Triple: [Omnicom Group, hasDivision, Omnicom Precision Marketing Group]
Generated description
Omnicom Precision Marketing Group is a data-driven marketing and customer experience network within Omnicom that specializes in personalized, technology-enabled marketing solutions for global brands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Omnicom Precision Marketing Group
Target entity description: Omnicom Precision Marketing Group is a data-driven marketing and customer experience network within Omnicom that specializes in personalized, technology-enabled marketing solutions for global brands.
  • A. Omnicom Group chosen
    Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
  • B. Publicis Communications
    Publicis Communications is a major creative and advertising network within the global marketing and communications conglomerate Publicis Groupe.
  • C. McCann Erickson
    McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
  • D. WPP plc
    WPP plc is a British multinational advertising and public relations conglomerate and one of the world’s largest communications groups.
  • E. Weber Shandwick
    Weber Shandwick is a global public relations and communications agency known for its work in corporate, public affairs, and brand communications for major clients worldwide.
  • F. None of above.

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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c5121081908efa3eca25406d3a completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce6ce5bfe481909e05c6a34e10ae16 completed April 2, 2026, 1:19 p.m.
NEDg Description generation batch_69ce70d6e14c819083364deec9e0f509 completed April 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69ce71693b7081909abefb56f8f69a77 completed April 2, 2026, 1:38 p.m.
Created at: March 30, 2026, 6:06 p.m.