Triple

T14115589
Position Surface form Disambiguated ID Type / Status
Subject Howard Florey E339765 entity
Predicate collaboratedWith P435 FINISHED
Object Norman Heatley
Norman Heatley was a British biochemist whose crucial work in extracting and purifying penicillin helped turn it into a practical, life-saving antibiotic.
 E1079752 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: Norman Heatley | Statement: [Howard Florey, collaboratedWith, Norman Heatley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norman Heatley
Context triple: [Howard Florey, collaboratedWith, Norman Heatley]
  • A. Norman Shaw
    Norman Shaw was a prominent 19th-century British architect known for his influential country houses and for helping define the Queen Anne and Old English styles within Victorian architecture.
  • B. Murray Heatley
    Murray Heatley is best known as the father of former NHL star Dany Heatley.
  • C. George Wootten
    George Wootten was an Australian Army lieutenant general who distinguished himself as a senior commander in the Pacific theatre during the Second World War.
  • D. Harold Warrender
    Harold Warrender was a British stage and film actor known for his character roles in mid-20th-century cinema and theatre.
  • E. Norman Jessop
    Norman Jessop is an individual notable enough to be recognized as a distinguished bearer of the surname Jessop.
  • 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: Norman Heatley
Triple: [Howard Florey, collaboratedWith, Norman Heatley]
Generated description
Norman Heatley was a British biochemist whose crucial work in extracting and purifying penicillin helped turn it into a practical, life-saving antibiotic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norman Heatley
Target entity description: Norman Heatley was a British biochemist whose crucial work in extracting and purifying penicillin helped turn it into a practical, life-saving antibiotic.
  • A. Norman Shaw
    Norman Shaw was a prominent 19th-century British architect known for his influential country houses and for helping define the Queen Anne and Old English styles within Victorian architecture.
  • B. Murray Heatley
    Murray Heatley is best known as the father of former NHL star Dany Heatley.
  • C. George Wootten
    George Wootten was an Australian Army lieutenant general who distinguished himself as a senior commander in the Pacific theatre during the Second World War.
  • D. Harold Warrender
    Harold Warrender was a British stage and film actor known for his character roles in mid-20th-century cinema and theatre.
  • E. Norman Jessop
    Norman Jessop is an individual notable enough to be recognized as a distinguished bearer of the surname Jessop.
  • 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_69d81c6a95b481909e39111e0c1f31ee completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de6010a03c81909f5f160f8d1fa8fa completed April 14, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0baa328819099511dfa7b9666d3 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd3a8b8e08190b230ab8a2215145e completed May 7, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69fcd48acddc819087d626c4764bf148 completed May 7, 2026, 6:06 p.m.
Created at: April 9, 2026, 10:22 p.m.