Triple

T10089747
Position Surface form Disambiguated ID Type / Status
Subject Robert Florey E215311 entity
Predicate familyName P18 FINISHED
Object Florey
Florey is a surname most prominently associated with Howard Florey, the Australian pharmacologist who shared the Nobel Prize for developing penicillin as a practical antibiotic treatment.
 E637050 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: Florey | Statement: [Robert Florey, familyName, Florey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Florey
Context triple: [Robert Florey, familyName, Florey]
  • A. Florey
    Florey is a residential suburb in the Belconnen district of Canberra, Australian Capital Territory.
  • B. Combe Florey
    Combe Florey is a small village in Somerset, England, best known as the later home and death place of novelist Evelyn Waugh.
  • C. Pirbright
    Pirbright is a village and civil parish in Surrey, England, known for its rural character, military connections, and proximity to the town of Woking.
  • D. Marlinspike Hall laboratory
    Marlinspike Hall laboratory is the well-equipped scientific workspace in Hergé’s Tintin series where Professor Cuthbert Calculus conducts his experiments and inventions.
  • E. Lillie Laboratory
    Lillie Laboratory is a historic research building at the Marine Biological Laboratory in Woods Hole, Massachusetts, that houses laboratories and facilities for marine and biological science.
  • 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: Florey
Triple: [Robert Florey, familyName, Florey]
Generated description
Florey is a surname most prominently associated with Howard Florey, the Australian pharmacologist who shared the Nobel Prize for developing penicillin as a practical antibiotic treatment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Florey
Target entity description: Florey is a surname most prominently associated with Howard Florey, the Australian pharmacologist who shared the Nobel Prize for developing penicillin as a practical antibiotic treatment.
  • A. Florey chosen
    Florey is a residential suburb in the Belconnen district of Canberra, Australian Capital Territory.
  • B. Combe Florey
    Combe Florey is a small village in Somerset, England, best known as the later home and death place of novelist Evelyn Waugh.
  • C. Pirbright
    Pirbright is a village and civil parish in Surrey, England, known for its rural character, military connections, and proximity to the town of Woking.
  • D. Marlinspike Hall laboratory
    Marlinspike Hall laboratory is the well-equipped scientific workspace in Hergé’s Tintin series where Professor Cuthbert Calculus conducts his experiments and inventions.
  • E. Lillie Laboratory
    Lillie Laboratory is a historic research building at the Marine Biological Laboratory in Woods Hole, Massachusetts, that houses laboratories and facilities for marine and biological science.
  • F. None of above.

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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05960008190baecb8e4c9f2461f completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b69cd26c8190bf4b488377dc0ce1 completed April 5, 2026, 7:23 p.m.
NEDg Description generation batch_69d2b7901ea08190a48e984356bd3d71 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b8813f9c8190a85462efb7a0a517 completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:01 p.m.