Triple

T20684155
Position Surface form Disambiguated ID Type / Status
Subject David Hayes Agnew E508369 entity
Predicate notableStudent P4838 FINISHED
Object John Ashhurst Jr.
John Ashhurst Jr. was a prominent 19th-century American surgeon and medical educator known for his influential surgical texts and leadership in Philadelphia’s medical community.
 E1443426 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: John Ashhurst Jr. | Statement: [David Hayes Agnew, notableStudent, John Ashhurst Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Ashhurst Jr.
Context triple: [David Hayes Agnew, notableStudent, John Ashhurst Jr.]
  • A. Brent Judd
    Brent Judd is a film and television producer best known for his work on the comedy series "Trainwreck."
  • B. Paul Jerricho
    Paul Jerricho is a British actor best known to Doctor Who fans for playing the Castellan in the classic series during the early 1980s.
  • C. Anthony Hurd
    Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
  • D. Brian Hibbard
    Brian Hibbard was a Welsh actor and singer best known as the lead vocalist of the a cappella group The Flying Pickets and for numerous roles in British television and film.
  • E. Joe Tonahill
    Joe Tonahill was an American defense attorney best known for serving on the legal team that defended Jack Ruby after Ruby killed Lee Harvey Oswald.
  • 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: John Ashhurst Jr.
Triple: [David Hayes Agnew, notableStudent, John Ashhurst Jr.]
Generated description
John Ashhurst Jr. was a prominent 19th-century American surgeon and medical educator known for his influential surgical texts and leadership in Philadelphia’s medical community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Ashhurst Jr.
Target entity description: John Ashhurst Jr. was a prominent 19th-century American surgeon and medical educator known for his influential surgical texts and leadership in Philadelphia’s medical community.
  • A. Brent Judd
    Brent Judd is a film and television producer best known for his work on the comedy series "Trainwreck."
  • B. Paul Jerricho
    Paul Jerricho is a British actor best known to Doctor Who fans for playing the Castellan in the classic series during the early 1980s.
  • C. Anthony Hurd
    Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
  • D. Brian Hibbard
    Brian Hibbard was a Welsh actor and singer best known as the lead vocalist of the a cappella group The Flying Pickets and for numerous roles in British television and film.
  • E. Joe Tonahill
    Joe Tonahill was an American defense attorney best known for serving on the legal team that defended Jack Ruby after Ruby killed Lee Harvey Oswald.
  • 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_69e0b4c1ed408190b72dd26b1e33f8a1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6beaae5608190ac8cc64aa4717d53 completed April 21, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd6f0ca88190972ddf687eabcf4d completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d177998c8190baac0bc6599d07af completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d1d224d08190bca18ae0d38ad993 completed May 16, 2026, 8:21 p.m.
Created at: April 16, 2026, 11:45 a.m.