Triple

T18861833
Position Surface form Disambiguated ID Type / Status
Subject CBS Outdoor E461328 entity
Predicate notableCompetitor P11706 FINISHED
Object Lamar Advertising Company
Lamar Advertising Company is a major American outdoor advertising firm specializing in billboards, transit, and highway logo signs across the United States and Canada.
 E1346650 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: Lamar Advertising Company | Statement: [CBS Outdoor, notableCompetitor, Lamar Advertising Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lamar Advertising Company
Context triple: [CBS Outdoor, notableCompetitor, Lamar Advertising Company]
  • A. outdoor advertising holdings
    Outdoor Advertising Holdings was a business enterprise in the outdoor advertising industry that formed part of the media and business interests built by American businessman Donald W. Reynolds.
  • B. Bomis
    Bomis was an early web portal and search engine company co-founded by Jimmy Wales that later played a key role in funding and incubating Wikipedia.
  • C. Interpublic Group
    Interpublic Group is a major global advertising and marketing services holding company that owns numerous agencies and networks worldwide.
  • D. Beasley Broadcast Group
    Beasley Broadcast Group is an American media company that owns and operates numerous radio stations across various markets in the United States.
  • 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: Lamar Advertising Company
Triple: [CBS Outdoor, notableCompetitor, Lamar Advertising Company]
Generated description
Lamar Advertising Company is a major American outdoor advertising firm specializing in billboards, transit, and highway logo signs across the United States and Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lamar Advertising Company
Target entity description: Lamar Advertising Company is a major American outdoor advertising firm specializing in billboards, transit, and highway logo signs across the United States and Canada.
  • A. outdoor advertising holdings
    Outdoor Advertising Holdings was a business enterprise in the outdoor advertising industry that formed part of the media and business interests built by American businessman Donald W. Reynolds.
  • B. Bomis
    Bomis was an early web portal and search engine company co-founded by Jimmy Wales that later played a key role in funding and incubating Wikipedia.
  • C. Interpublic Group
    Interpublic Group is a major global advertising and marketing services holding company that owns numerous agencies and networks worldwide.
  • D. Beasley Broadcast Group
    Beasley Broadcast Group is an American media company that owns and operates numerous radio stations across various markets in the United States.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c06184d88190bd05413a07a8c9ce completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575b73f0c8190a04769515217c39c completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a0576e3915c819098a969ddd2b2d1a5 completed May 14, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_6a05777f51b481909a7916bc40dcfd69 completed May 14, 2026, 7:19 a.m.
Created at: April 10, 2026, 11:57 a.m.