Triple

T16609001
Position Surface form Disambiguated ID Type / Status
Subject Bhabha–Heitler theory of cascade showers E403516 entity
Predicate relatedTo P37 FINISHED
Object Heitler model of electromagnetic showers
The Heitler model of electromagnetic showers is a simplified theoretical framework that describes how high-energy electrons and photons produce cascading particle showers as they propagate through matter.
E403516 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: Heitler model of electromagnetic showers | Statement: [Bhabha–Heitler theory of cascade showers, relatedTo, Heitler model of electromagnetic showers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heitler model of electromagnetic showers
Context triple: [Bhabha–Heitler theory of cascade showers, relatedTo, Heitler model of electromagnetic showers]
  • A. Bhabha–Heitler theory of cascade showers
    The Bhabha–Heitler theory of cascade showers is a foundational quantum electrodynamics model that explains how high-energy cosmic rays generate particle cascades as they interact with matter and radiation in the atmosphere.
  • B. Bethe formula for stopping power
    The Bethe formula for stopping power is a fundamental equation in particle physics that quantifies the energy loss of fast charged particles as they pass through matter.
  • C. Radiation through a Foggy Atmosphere
    "Radiation through a Foggy Atmosphere" is a scientific work by physicist Arthur Schuster that analyzes how radiation propagates and is scattered in a fog-filled or turbid atmosphere.
  • D. Theory of Atomic Collisions
    Theory of Atomic Collisions is a foundational physics monograph that systematically analyzes the quantum-mechanical processes governing collisions between atomic and subatomic particles.
  • E. Bethe–Feynman formula for nuclear explosions
    The Bethe–Feynman formula for nuclear explosions is a theoretical expression developed by Hans Bethe and Richard Feynman that estimates the energy yield and behavior of nuclear detonations based on fundamental physical parameters of the device.
  • 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: Heitler model of electromagnetic showers
Triple: [Bhabha–Heitler theory of cascade showers, relatedTo, Heitler model of electromagnetic showers]
Generated description
The Heitler model of electromagnetic showers is a simplified theoretical framework that describes how high-energy electrons and photons produce cascading particle showers as they propagate through matter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heitler model of electromagnetic showers
Target entity description: The Heitler model of electromagnetic showers is a simplified theoretical framework that describes how high-energy electrons and photons produce cascading particle showers as they propagate through matter.
  • A. Bhabha–Heitler theory of cascade showers chosen
    The Bhabha–Heitler theory of cascade showers is a foundational quantum electrodynamics model that explains how high-energy cosmic rays generate particle cascades as they interact with matter and radiation in the atmosphere.
  • B. Bethe formula for stopping power
    The Bethe formula for stopping power is a fundamental equation in particle physics that quantifies the energy loss of fast charged particles as they pass through matter.
  • C. Radiation through a Foggy Atmosphere
    "Radiation through a Foggy Atmosphere" is a scientific work by physicist Arthur Schuster that analyzes how radiation propagates and is scattered in a fog-filled or turbid atmosphere.
  • D. Theory of Atomic Collisions
    Theory of Atomic Collisions is a foundational physics monograph that systematically analyzes the quantum-mechanical processes governing collisions between atomic and subatomic particles.
  • E. Bethe–Feynman formula for nuclear explosions
    The Bethe–Feynman formula for nuclear explosions is a theoretical expression developed by Hans Bethe and Richard Feynman that estimates the energy yield and behavior of nuclear detonations based on fundamental physical parameters of the device.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e36094920881908051eb0a52e08440 completed April 18, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075aa79408190b395d4cd9c6c1cb7 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a00768e9720819094d4e11ee1e100d6 completed May 10, 2026, 12:14 p.m.
NED2 Entity disambiguation (via description) batch_6a007734abd481909c9c698f2aef7632 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:17 a.m.