Triple

T14317079
Position Surface form Disambiguated ID Type / Status
Subject Reed Exhibitions E354984 entity
Predicate formerName P65 FINISHED
Object Reed Elsevier Exhibitions
Reed Elsevier Exhibitions was the former name of Reed Exhibitions, a major global organizer of trade shows, conferences, and business events across numerous industries.
 E1093268 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: Reed Elsevier Exhibitions | Statement: [Reed Exhibitions, formerName, Reed Elsevier Exhibitions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reed Elsevier Exhibitions
Context triple: [Reed Exhibitions, formerName, Reed Elsevier Exhibitions]
  • A. Wellcome Collection
    Wellcome Collection is a London museum and library that explores the connections between medicine, life, and art through exhibitions, events, and a vast historical collection.
  • B. Science, Industry and Business Library
    The Science, Industry and Business Library is a specialized research branch of the New York Public Library focused on providing extensive resources and services in science, technology, business, and industry.
  • C. Solvay Library
    The Solvay Library is a historic Art Nouveau building in Brussels, renowned for its elegant architecture and cultural significance.
  • D. International Centre of Graphic Arts
    The International Centre of Graphic Arts is a Slovenian museum and exhibition venue in Ljubljana dedicated to printmaking, graphic arts, and contemporary visual art.
  • E. Board of the British Library
    The Board of the British Library is the governing body responsible for overseeing the library’s strategic direction, policies, and overall management.
  • 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: Reed Elsevier Exhibitions
Triple: [Reed Exhibitions, formerName, Reed Elsevier Exhibitions]
Generated description
Reed Elsevier Exhibitions was the former name of Reed Exhibitions, a major global organizer of trade shows, conferences, and business events across numerous industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reed Elsevier Exhibitions
Target entity description: Reed Elsevier Exhibitions was the former name of Reed Exhibitions, a major global organizer of trade shows, conferences, and business events across numerous industries.
  • A. Wellcome Collection
    Wellcome Collection is a London museum and library that explores the connections between medicine, life, and art through exhibitions, events, and a vast historical collection.
  • B. Science, Industry and Business Library
    The Science, Industry and Business Library is a specialized research branch of the New York Public Library focused on providing extensive resources and services in science, technology, business, and industry.
  • C. Solvay Library
    The Solvay Library is a historic Art Nouveau building in Brussels, renowned for its elegant architecture and cultural significance.
  • D. International Centre of Graphic Arts
    The International Centre of Graphic Arts is a Slovenian museum and exhibition venue in Ljubljana dedicated to printmaking, graphic arts, and contemporary visual art.
  • E. Board of the British Library
    The Board of the British Library is the governing body responsible for overseeing the library’s strategic direction, policies, and overall management.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8838e45c819080ee69dd39e3bd43 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd468a3b788190812ff0eed84fd139 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd473650cc81908fa55e6021161a15 completed May 8, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd4851528c81909855c0f8484c278e completed May 8, 2026, 2:20 a.m.
Created at: April 10, 2026, 1:12 a.m.