Triple

T22663210
Position Surface form Disambiguated ID Type / Status
Subject Leo Burnett Worldwide E559715 entity
Predicate hasSubsidiary P254 FINISHED
Object Arc Worldwide
Arc Worldwide is a global marketing and advertising agency known for its expertise in shopper marketing, brand activation, and digital communications.
E1548590 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: Arc Worldwide | Statement: [Leo Burnett Worldwide, hasSubsidiary, Arc Worldwide]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arc Worldwide
Context triple: [Leo Burnett Worldwide, hasSubsidiary, Arc Worldwide]
  • A. Authentic Brands Group
    Authentic Brands Group is a brand management company that acquires, develops, and licenses a portfolio of well-known consumer and lifestyle brands.
  • B. Leaf International
    Leaf International was a confectionery company known for producing candies and chewing gum before being acquired by Cloetta.
  • C. G-Star RAW
    G-Star RAW is a Dutch fashion brand best known for its innovative, urban-inspired denim and streetwear.
  • D. Rocawear
    Rocawear is a hip-hop-inspired urban clothing brand known for its streetwear fashion and cultural influence, originally launched as part of Jay-Z’s Roc-A-Fella business empire.
  • E. Arcour
    Arcour is a French motorway concession company associated with the Vinci Autoroutes network.
  • 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: Arc Worldwide
Triple: [Leo Burnett Worldwide, hasSubsidiary, Arc Worldwide]
Generated description
Arc Worldwide is a global marketing and advertising agency known for its expertise in shopper marketing, brand activation, and digital communications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arc Worldwide
Target entity description: Arc Worldwide is a global marketing and advertising agency known for its expertise in shopper marketing, brand activation, and digital communications.
  • A. Authentic Brands Group
    Authentic Brands Group is a brand management company that acquires, develops, and licenses a portfolio of well-known consumer and lifestyle brands.
  • B. Leaf International
    Leaf International was a confectionery company known for producing candies and chewing gum before being acquired by Cloetta.
  • C. G-Star RAW
    G-Star RAW is a Dutch fashion brand best known for its innovative, urban-inspired denim and streetwear.
  • D. Rocawear
    Rocawear is a hip-hop-inspired urban clothing brand known for its streetwear fashion and cultural influence, originally launched as part of Jay-Z’s Roc-A-Fella business empire.
  • E. Arcour
    Arcour is a French motorway concession company associated with the Vinci Autoroutes network.
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17660c0c88190bed9fa8f6517eec4 completed April 29, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73e409048190b435921e455d7bbd completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b7541919c8190a5bb0f31560bf871 completed May 18, 2026, 8:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b762f315c8190a85d804e26a6b1c5 completed May 18, 2026, 8:27 p.m.
Created at: April 17, 2026, 3:08 p.m.