Triple

T1659795
Position Surface form Disambiguated ID Type / Status
Subject European Union (Notification of Withdrawal) Act 2017 E35878 entity
Predicate introducedBy P513 FINISHED
Object David Davis
David Davis is a British Conservative politician and former Brexit Secretary who played a leading role in the United Kingdom’s withdrawal from the European Union.
E263340 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: David Davis | Statement: [European Union (Notification of Withdrawal) Act 2017, introducedBy, David Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Davis
Context triple: [European Union (Notification of Withdrawal) Act 2017, introducedBy, David Davis]
  • A. James J. Davis
    James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
  • B. George P. Davis
    George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
  • C. David Dodd
    David Dodd was an American economist, Columbia Business School professor, and influential co-author of the classic value investing text "Security Analysis."
  • D. Bob Davies
    Bob Davies was an American Hall of Fame point guard renowned for leading the Rochester Royals to early professional basketball success in the 1940s and 1950s.
  • E. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • 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: David Davis
Triple: [European Union (Notification of Withdrawal) Act 2017, introducedBy, David Davis]
Generated description
David Davis is a British Conservative politician and former Brexit Secretary who played a leading role in the United Kingdom’s withdrawal from the European Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Davis
Target entity description: David Davis is a British Conservative politician and former Brexit Secretary who played a leading role in the United Kingdom’s withdrawal from the European Union.
  • A. James J. Davis
    James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
  • B. George P. Davis
    George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
  • C. David Dodd
    David Dodd was an American economist, Columbia Business School professor, and influential co-author of the classic value investing text "Security Analysis."
  • D. Bob Davies
    Bob Davies was an American Hall of Fame point guard renowned for leading the Rochester Royals to early professional basketball success in the 1940s and 1950s.
  • E. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6277b11481909a894391f4feadd0 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3a390bc8190891ebd5d8a48d818 completed March 9, 2026, 11:48 a.m.
NEDg Description generation batch_69aeb48dfbfc81908193c909315bd030 completed March 9, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69aeb57af28c8190bfca30ad3e7ca8b3 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:29 p.m.