Triple

T1726049
Position Surface form Disambiguated ID Type / Status
Subject J. B. S. Haldane E37497 entity
Predicate father P120 FINISHED
Object John Scott Haldane
John Scott Haldane was a pioneering Scottish physiologist and respiratory researcher whose work on gas exchange, high-altitude physiology, and mine safety fundamentally shaped modern respiratory medicine and occupational health.
E196439 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 Scott Haldane | Statement: [J. B. S. Haldane, father, John Scott Haldane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Scott Haldane
Context triple: [J. B. S. Haldane, father, John Scott Haldane]
  • A. A. V. Hill
    A. V. Hill was a British physiologist and Nobel laureate renowned for his pioneering work on muscle physiology and the biophysics of nerve and muscle function.
  • B. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • C. Sir James Black
    Sir James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing treatments for heart disease and peptic ulcers.
  • D. John James Rickard Macleod
    John James Rickard Macleod was a Scottish physiologist and Nobel Prize–winning co-discoverer of insulin whose work fundamentally transformed the treatment of diabetes.
  • E. Charles Best
    Charles Best was a Canadian physiologist best known for co-discovering insulin alongside Frederick Banting, a breakthrough that revolutionized the treatment of diabetes.
  • 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 Scott Haldane
Triple: [J. B. S. Haldane, father, John Scott Haldane]
Generated description
John Scott Haldane was a pioneering Scottish physiologist and respiratory researcher whose work on gas exchange, high-altitude physiology, and mine safety fundamentally shaped modern respiratory medicine and occupational health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Scott Haldane
Target entity description: John Scott Haldane was a pioneering Scottish physiologist and respiratory researcher whose work on gas exchange, high-altitude physiology, and mine safety fundamentally shaped modern respiratory medicine and occupational health.
  • A. A. V. Hill
    A. V. Hill was a British physiologist and Nobel laureate renowned for his pioneering work on muscle physiology and the biophysics of nerve and muscle function.
  • B. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • C. Sir James Black
    Sir James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing treatments for heart disease and peptic ulcers.
  • D. John James Rickard Macleod
    John James Rickard Macleod was a Scottish physiologist and Nobel Prize–winning co-discoverer of insulin whose work fundamentally transformed the treatment of diabetes.
  • E. Charles Best
    Charles Best was a Canadian physiologist best known for co-discovering insulin alongside Frederick Banting, a breakthrough that revolutionized the treatment of diabetes.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635cad5481908e6c04a230d3b0bb completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0d58cd08190bdda9f03ca458081 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1e13d408190b393c00c331125a2 completed March 8, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69ada292a34c8190a566c2909342ab27 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:30 p.m.