Triple

T9980539
Position Surface form Disambiguated ID Type / Status
Subject John Scott Haldane E196439 entity
Predicate notableWork P4 FINISHED
Object Haldane principle of gas analysis
The Haldane principle of gas analysis is a foundational concept in respiratory physiology that relates inspired and expired gas concentrations to quantify gas exchange in the lungs.
E834157 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: Haldane principle of gas analysis | Statement: [John Scott Haldane, notableWork, Haldane principle of gas analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haldane principle of gas analysis
Context triple: [John Scott Haldane, notableWork, Haldane principle of gas analysis]
  • A. Haldane’s dilemma
    Haldane’s dilemma is a theoretical argument in population genetics that questions how rapidly beneficial genetic substitutions can accumulate in a population given the reproductive cost of natural selection.
  • B. Fick's first law of diffusion
    Fick's first law of diffusion is a fundamental physical law that relates the diffusive flux of particles to the spatial gradient of their concentration, describing how substances move from regions of high to low concentration.
  • C. Lund Principle
    The Lund Principle is an ecumenical guideline urging churches to act together in all matters except those in which deep differences of conviction require them to act separately.
  • D. Bohr effect
    The Bohr effect is a physiological phenomenon in which increases in carbon dioxide concentration and acidity reduce hemoglobin’s affinity for oxygen, thereby facilitating oxygen release to tissues.
  • E. Haldane’s cost of selection
    Haldane’s cost of selection is a population genetics concept quantifying the reproductive burden and time required for natural selection to replace one gene variant with a fitter alternative in a population.
  • 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: Haldane principle of gas analysis
Triple: [John Scott Haldane, notableWork, Haldane principle of gas analysis]
Generated description
The Haldane principle of gas analysis is a foundational concept in respiratory physiology that relates inspired and expired gas concentrations to quantify gas exchange in the lungs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haldane principle of gas analysis
Target entity description: The Haldane principle of gas analysis is a foundational concept in respiratory physiology that relates inspired and expired gas concentrations to quantify gas exchange in the lungs.
  • A. Haldane’s dilemma
    Haldane’s dilemma is a theoretical argument in population genetics that questions how rapidly beneficial genetic substitutions can accumulate in a population given the reproductive cost of natural selection.
  • B. Fick's first law of diffusion
    Fick's first law of diffusion is a fundamental physical law that relates the diffusive flux of particles to the spatial gradient of their concentration, describing how substances move from regions of high to low concentration.
  • C. Lund Principle
    The Lund Principle is an ecumenical guideline urging churches to act together in all matters except those in which deep differences of conviction require them to act separately.
  • D. Bohr effect
    The Bohr effect is a physiological phenomenon in which increases in carbon dioxide concentration and acidity reduce hemoglobin’s affinity for oxygen, thereby facilitating oxygen release to tissues.
  • E. Haldane’s cost of selection
    Haldane’s cost of selection is a population genetics concept quantifying the reproductive burden and time required for natural selection to replace one gene variant with a fitter alternative in a population.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8b9aca881908a9b5dfd7e0de4ba completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257df420881909edac01b4e331c1e completed April 5, 2026, 12:38 p.m.
NEDg Description generation batch_69d258b6d9c0819096dbd3e85dc6adfc completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.