Triple

T8415921
Position Surface form Disambiguated ID Type / Status
Subject Omnicom Group E198729 entity
Predicate hasSubsidiary P254 FINISHED
Object FleishmanHillard
FleishmanHillard is a global public relations and marketing communications agency known for its work in corporate reputation, public affairs, and brand strategy for major clients worldwide.
E733009 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: FleishmanHillard | Statement: [Omnicom Group, hasSubsidiary, FleishmanHillard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FleishmanHillard
Context triple: [Omnicom Group, hasSubsidiary, FleishmanHillard]
  • A. 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.
  • B. McCann Erickson
    McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
  • C. Omnicom Group
    Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
  • D. Ogilvy & Mather
    Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
  • E. Young & Rubicam
    Young & Rubicam is a major global advertising agency known for its influential marketing campaigns and long-standing presence in the advertising industry.
  • 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: FleishmanHillard
Triple: [Omnicom Group, hasSubsidiary, FleishmanHillard]
Generated description
FleishmanHillard is a global public relations and marketing communications agency known for its work in corporate reputation, public affairs, and brand strategy for major clients worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FleishmanHillard
Target entity description: FleishmanHillard is a global public relations and marketing communications agency known for its work in corporate reputation, public affairs, and brand strategy for major clients worldwide.
  • A. 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.
  • B. McCann Erickson
    McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
  • C. Omnicom Group
    Omnicom Group is a global marketing and communications holding company that owns numerous leading advertising, media, and public relations agencies worldwide.
  • D. Ogilvy & Mather
    Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
  • E. Young & Rubicam
    Young & Rubicam is a major global advertising agency known for its influential marketing campaigns and long-standing presence in the advertising industry.
  • 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_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_69ce0333a3488190ba30d03b1d7bacb1 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0781859c8190bb92f41c00af459b completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce089d09c08190ba321aed4044a862 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:06 p.m.