Triple

T1110590
Position Surface form Disambiguated ID Type / Status
Subject John Profumo E25586 entity
Predicate associatedWith P37 FINISHED
Object Stephen Ward
Stephen Ward was a British osteopath and socialite best known for his central, scandalous role in the 1963 Profumo affair that rocked the UK government.
E126987 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: Stephen Ward | Statement: [John Profumo, associatedWith, Stephen Ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Ward
Context triple: [John Profumo, associatedWith, Stephen Ward]
  • A. John Bodkin Adams
    John Bodkin Adams was a British general practitioner suspected of being a serial killer in the 1940s and 1950s, whose controversial trial for the murder of an elderly patient became one of the most famous criminal cases in UK medical and legal history.
  • B. Humphry Osmond
    Humphry Osmond was a British-born psychiatrist best known for coining the term "psychedelic" and pioneering research into the therapeutic use of hallucinogens in mental health treatment.
  • C. Henry Hunt
    Henry Hunt was a prominent early 19th-century British radical orator and reformer known for championing parliamentary reform and mass political gatherings.
  • D. Reginald Warneford
    Reginald Warneford was a British World War I aviator and Victoria Cross recipient renowned for being the first pilot to destroy a German Zeppelin in mid-air.
  • E. Charles Spencer Crowe
    Charles Spencer Crowe is one of the sons of New Zealand-born actor and filmmaker Russell Crowe.
  • 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: Stephen Ward
Triple: [John Profumo, associatedWith, Stephen Ward]
Generated description
Stephen Ward was a British osteopath and socialite best known for his central, scandalous role in the 1963 Profumo affair that rocked the UK government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Ward
Target entity description: Stephen Ward was a British osteopath and socialite best known for his central, scandalous role in the 1963 Profumo affair that rocked the UK government.
  • A. John Bodkin Adams
    John Bodkin Adams was a British general practitioner suspected of being a serial killer in the 1940s and 1950s, whose controversial trial for the murder of an elderly patient became one of the most famous criminal cases in UK medical and legal history.
  • B. Humphry Osmond
    Humphry Osmond was a British-born psychiatrist best known for coining the term "psychedelic" and pioneering research into the therapeutic use of hallucinogens in mental health treatment.
  • C. Henry Hunt
    Henry Hunt was a prominent early 19th-century British radical orator and reformer known for championing parliamentary reform and mass political gatherings.
  • D. Reginald Warneford
    Reginald Warneford was a British World War I aviator and Victoria Cross recipient renowned for being the first pilot to destroy a German Zeppelin in mid-air.
  • E. Charles Spencer Crowe
    Charles Spencer Crowe is one of the sons of New Zealand-born actor and filmmaker Russell Crowe.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bb75eec08190b1d6545e96816d34 completed March 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c4f65888190b48c2d220e62a26b completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac500036f48190bab0bf4e07d5c9ae completed March 7, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ac508ca8e48190bfea6ad9b6920e78 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.