Triple

T11369394
Position Surface form Disambiguated ID Type / Status
Subject Charlotte Coleman E269300 entity
Predicate notableWork P4 FINISHED
Object How to Get Ahead in Advertising
How to Get Ahead in Advertising is a 1989 British satirical black comedy film that skewers the advertising industry and consumer culture.
 E921786 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: How to Get Ahead in Advertising | Statement: [Charlotte Coleman, notableWork, How to Get Ahead in Advertising]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How to Get Ahead in Advertising
Context triple: [Charlotte Coleman, notableWork, How to Get Ahead in Advertising]
  • A. DART for Advertisers
    DART for Advertisers is an online ad-serving and campaign management platform that enabled advertisers to create, target, deliver, and track digital advertising across websites.
  • B. The Art of Success
    The Art of Success is a stage play by British dramatist Nick Dear that explores the life, ambitions, and moral compromises of 18th-century painter William Hogarth.
  • C. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • D. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • E. How to Win: Talent, Strategy and Management
    "How to Win: Talent, Strategy and Management" is a leadership and high-performance management book by former England rugby coach Sir Clive Woodward, outlining his principles for building successful teams in sport and business.
  • 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: How to Get Ahead in Advertising
Triple: [Charlotte Coleman, notableWork, How to Get Ahead in Advertising]
Generated description
How to Get Ahead in Advertising is a 1989 British satirical black comedy film that skewers the advertising industry and consumer culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How to Get Ahead in Advertising
Target entity description: How to Get Ahead in Advertising is a 1989 British satirical black comedy film that skewers the advertising industry and consumer culture.
  • A. DART for Advertisers
    DART for Advertisers is an online ad-serving and campaign management platform that enabled advertisers to create, target, deliver, and track digital advertising across websites.
  • B. The Art of Success
    The Art of Success is a stage play by British dramatist Nick Dear that explores the life, ambitions, and moral compromises of 18th-century painter William Hogarth.
  • C. How to Win at the Sport of Business
    How to Win at the Sport of Business is an entrepreneurial and motivational book by billionaire investor Mark Cuban that distills his personal experiences and lessons on building successful businesses.
  • D. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • E. How to Win: Talent, Strategy and Management
    "How to Win: Talent, Strategy and Management" is a leadership and high-performance management book by former England rugby coach Sir Clive Woodward, outlining his principles for building successful teams in sport and business.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea89e1148190b0ca29db9d7e2cbd completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5567b67f88190b0412e30b346d36d completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.