Triple

T811001
Position Surface form Disambiguated ID Type / Status
Subject Emil du Bois-Reymond E17543 entity
Predicate knownFor P22 FINISHED
Object all-or-none principle in nerve excitation
The all-or-none principle in nerve excitation is the physiological rule that a nerve fiber, once stimulated beyond a certain threshold, responds with a full, uniform action potential rather than a graded response.
E97828 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: all-or-none principle in nerve excitation | Statement: [Emil du Bois-Reymond, knownFor, all-or-none principle in nerve excitation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: all-or-none principle in nerve excitation
Context triple: [Emil du Bois-Reymond, knownFor, all-or-none principle in nerve excitation]
  • A. Lessons in Elementary Physiology
    Lessons in Elementary Physiology is a 19th-century introductory textbook on human physiology and biology written by Thomas Henry Huxley for educational use.
  • B. Steinmetz’s law of hysteresis
    Steinmetz’s law of hysteresis is an empirical formula that relates the energy loss in magnetic materials to the maximum magnetic flux density, widely used in electrical engineering to estimate core losses in transformers and other AC magnetic devices.
  • C. Handbuch der physiologischen Optik
    Handbuch der physiologischen Optik is a foundational 19th-century treatise on physiological optics that systematically integrated experimental physics and physiology to explain human vision.
  • D. Theory and Calculation of Alternating Current Phenomena
    Theory and Calculation of Alternating Current Phenomena is a foundational electrical engineering text that systematically develops the mathematical analysis and practical design principles of alternating current (AC) circuits and machinery.
  • E. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • 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: all-or-none principle in nerve excitation
Triple: [Emil du Bois-Reymond, knownFor, all-or-none principle in nerve excitation]
Generated description
The all-or-none principle in nerve excitation is the physiological rule that a nerve fiber, once stimulated beyond a certain threshold, responds with a full, uniform action potential rather than a graded response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: all-or-none principle in nerve excitation
Target entity description: The all-or-none principle in nerve excitation is the physiological rule that a nerve fiber, once stimulated beyond a certain threshold, responds with a full, uniform action potential rather than a graded response.
  • A. Lessons in Elementary Physiology
    Lessons in Elementary Physiology is a 19th-century introductory textbook on human physiology and biology written by Thomas Henry Huxley for educational use.
  • B. Steinmetz’s law of hysteresis
    Steinmetz’s law of hysteresis is an empirical formula that relates the energy loss in magnetic materials to the maximum magnetic flux density, widely used in electrical engineering to estimate core losses in transformers and other AC magnetic devices.
  • C. Handbuch der physiologischen Optik
    Handbuch der physiologischen Optik is a foundational 19th-century treatise on physiological optics that systematically integrated experimental physics and physiology to explain human vision.
  • D. Theory and Calculation of Alternating Current Phenomena
    Theory and Calculation of Alternating Current Phenomena is a foundational electrical engineering text that systematically develops the mathematical analysis and practical design principles of alternating current (AC) circuits and machinery.
  • E. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab282fe48190a05ee97550843cd7 completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8869888190a95857546dfae5b3 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78e436c048190b31b53fff1c48f1d completed March 4, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69a78eb80f6081908257889efaff6d33 completed March 4, 2026, 1:45 a.m.
Created at: March 1, 2026, 7:38 p.m.