Triple

T8017424
Position Surface form Disambiguated ID Type / Status
Subject Keen E186652 entity
Predicate hasNotableBearer P458 FINISHED
Object Andrew Keen
Andrew Keen is a British-American entrepreneur and author best known as a prominent critic of Web 2.0 culture and the social and economic impacts of the internet.
E707632 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: Andrew Keen | Statement: [Keen, hasNotableBearer, Andrew Keen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Keen
Context triple: [Keen, hasNotableBearer, Andrew Keen]
  • A. John Battelle
    John Battelle is an American entrepreneur, author, and media executive best known for co-founding Wired magazine and Federated Media Publishing and for his influential work chronicling and shaping the evolution of the internet industry.
  • B. Tim O'Reilly
    Tim O'Reilly is a prominent technology publisher, author, and founder of O'Reilly Media, known for popularizing terms like "open source" and "Web 2.0" and for his influential role in shaping the modern tech industry.
  • C. David Pescovitz
    David Pescovitz is a journalist and media innovator known for his work in technology, science, and culture, including his longtime role helping shape the influential online magazine Boing Boing.
  • D. Joel Garreau
    Joel Garreau is an American journalist and author best known for popularizing the concept of the "edge city" in urban studies.
  • E. Dave Winer
    Dave Winer is a software developer and blogger best known as a pioneer of web syndication and blogging technologies, including key contributions to the development of RSS.
  • 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: Andrew Keen
Triple: [Keen, hasNotableBearer, Andrew Keen]
Generated description
Andrew Keen is a British-American entrepreneur and author best known as a prominent critic of Web 2.0 culture and the social and economic impacts of the internet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Keen
Target entity description: Andrew Keen is a British-American entrepreneur and author best known as a prominent critic of Web 2.0 culture and the social and economic impacts of the internet.
  • A. John Battelle
    John Battelle is an American entrepreneur, author, and media executive best known for co-founding Wired magazine and Federated Media Publishing and for his influential work chronicling and shaping the evolution of the internet industry.
  • B. Tim O'Reilly
    Tim O'Reilly is a prominent technology publisher, author, and founder of O'Reilly Media, known for popularizing terms like "open source" and "Web 2.0" and for his influential role in shaping the modern tech industry.
  • C. David Pescovitz
    David Pescovitz is a journalist and media innovator known for his work in technology, science, and culture, including his longtime role helping shape the influential online magazine Boing Boing.
  • D. Joel Garreau
    Joel Garreau is an American journalist and author best known for popularizing the concept of the "edge city" in urban studies.
  • E. Dave Winer
    Dave Winer is a software developer and blogger best known as a pioneer of web syndication and blogging technologies, including key contributions to the development of RSS.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df4f1b8819089a8b67f136bce9a completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56c213ec8190b3bd96c42d1357e4 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.