Triple

T2502450
Position Surface form Disambiguated ID Type / Status
Subject BBC Proms E52494 entity
Predicate founder P104 FINISHED
Object Robert Newman
Robert Newman was a British impresario best known for initiating the orchestral concert series that evolved into the BBC Proms.
E281532 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: Robert Newman | Statement: [BBC Proms, founder, Robert Newman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Newman
Context triple: [BBC Proms, founder, Robert Newman]
  • A. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • B. David A. Newman
    David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
  • C. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • D. Douglas Shulman
    Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
  • E. Joseph Moran
    Joseph Moran was the husband of acclaimed American character actress Thelma Ritter.
  • 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: Robert Newman
Triple: [BBC Proms, founder, Robert Newman]
Generated description
Robert Newman was a British impresario best known for initiating the orchestral concert series that evolved into the BBC Proms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Newman
Target entity description: Robert Newman was a British impresario best known for initiating the orchestral concert series that evolved into the BBC Proms.
  • A. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • B. David A. Newman
    David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
  • C. Stuart Ullman
    Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
  • D. Douglas Shulman
    Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
  • E. Joseph Moran
    Joseph Moran was the husband of acclaimed American character actress Thelma Ritter.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1c9f80c8190b40ada396e184e75 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af838c9c648190857a6a95dce1c258 completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af84e522f081909fb21df34f83d5ca completed March 10, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69af85584a548190941427880f63f5d4 completed March 10, 2026, 2:43 a.m.
Created at: March 6, 2026, 9:46 p.m.