Triple

T3973784
Position Surface form Disambiguated ID Type / Status
Subject Homi J. Bhabha E85592 entity
Predicate notableWork P4 FINISHED
Object 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.
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: Bhabha–Heitler theory of cascade showers | Statement: [Homi J. Bhabha, notableWork, Bhabha–Heitler theory of cascade showers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bhabha–Heitler theory of cascade showers
Context triple: [Homi J. Bhabha, notableWork, Bhabha–Heitler theory of cascade showers]
  • A. Sommerfeld–Brillouin precursor theory
    Sommerfeld–Brillouin precursor theory is a classical electromagnetic wave theory that explains how transient signal fronts (precursors) propagate through dispersive media before the main wave arrives.
  • B. Fermi theory of beta decay
    The Fermi theory of beta decay is Enrico Fermi’s pioneering quantum field theory model that explains beta decay as a weak interaction process mediated by a four-fermion contact interaction, laying the groundwork for modern weak interaction theory.
  • C. 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.
  • D. Meitner–Frisch interpretation of fission
    The Meitner–Frisch interpretation of fission is the 1939 theoretical explanation by Lise Meitner and Otto Frisch that identified nuclear fission as the splitting of heavy atomic nuclei with a corresponding release of enormous energy, laying the groundwork for nuclear physics and atomic energy.
  • E. 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.
  • 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: Bhabha–Heitler theory of cascade showers
Triple: [Homi J. Bhabha, notableWork, Bhabha–Heitler theory of cascade showers]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bhabha–Heitler theory of cascade showers
Target entity description: 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.
  • A. Sommerfeld–Brillouin precursor theory
    Sommerfeld–Brillouin precursor theory is a classical electromagnetic wave theory that explains how transient signal fronts (precursors) propagate through dispersive media before the main wave arrives.
  • B. Fermi theory of beta decay
    The Fermi theory of beta decay is Enrico Fermi’s pioneering quantum field theory model that explains beta decay as a weak interaction process mediated by a four-fermion contact interaction, laying the groundwork for modern weak interaction theory.
  • C. 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.
  • D. Meitner–Frisch interpretation of fission
    The Meitner–Frisch interpretation of fission is the 1939 theoretical explanation by Lise Meitner and Otto Frisch that identified nuclear fission as the splitting of heavy atomic nuclei with a corresponding release of enormous energy, laying the groundwork for nuclear physics and atomic energy.
  • E. 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.
  • 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_69aed93908348190a26c8aaf4fab3e86 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef99837cc8190b8b2464707f5e334 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b540139c2c819080aa19b13540c76a completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b540ec36a4819082a9cbefc99bd683 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b5416d182c81908b1ae43ed097d288 completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:32 p.m.