Triple

T7160233
Position Surface form Disambiguated ID Type / Status
Subject Carver A. Mead E166923 entity
Predicate notableWork P4 FINISHED
Object collective electrodynamics
Collective electrodynamics is a theoretical framework developed by Carver A. Mead that reformulates electromagnetic phenomena in terms of quantum-mechanical, collective interactions of charges rather than classical field concepts.
E645809 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: collective electrodynamics | Statement: [Carver A. Mead, notableWork, collective electrodynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: collective electrodynamics
Context triple: [Carver A. Mead, notableWork, collective electrodynamics]
  • A. quantum electrodynamics
    Quantum electrodynamics is the quantum field theory that describes how light and matter interact through the exchange of photons, forming the foundation of our understanding of electromagnetic forces at the subatomic level.
  • B. foundations of electrodynamics
    "Foundations of electrodynamics" is a seminal work by André-Marie Ampère that laid the theoretical groundwork for classical electromagnetism and the mathematical description of electric currents and their interactions.
  • C. Maxwell's equations
    Maxwell's equations are the fundamental set of four equations in classical electromagnetism that describe how electric and magnetic fields are generated and interact with charges and currents.
  • D. Born–Infeld electrodynamics
    Born–Infeld electrodynamics is a nonlinear modification of classical Maxwell theory proposed to remove the infinite self-energy of point charges by introducing an upper bound on the electromagnetic field strength.
  • E. Casimir effect
    The Casimir effect is a quantum phenomenon in which vacuum fluctuations of the electromagnetic field produce a measurable force between closely spaced uncharged conducting surfaces.
  • 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: collective electrodynamics
Triple: [Carver A. Mead, notableWork, collective electrodynamics]
Generated description
Collective electrodynamics is a theoretical framework developed by Carver A. Mead that reformulates electromagnetic phenomena in terms of quantum-mechanical, collective interactions of charges rather than classical field concepts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: collective electrodynamics
Target entity description: Collective electrodynamics is a theoretical framework developed by Carver A. Mead that reformulates electromagnetic phenomena in terms of quantum-mechanical, collective interactions of charges rather than classical field concepts.
  • A. quantum electrodynamics
    Quantum electrodynamics is the quantum field theory that describes how light and matter interact through the exchange of photons, forming the foundation of our understanding of electromagnetic forces at the subatomic level.
  • B. foundations of electrodynamics
    "Foundations of electrodynamics" is a seminal work by André-Marie Ampère that laid the theoretical groundwork for classical electromagnetism and the mathematical description of electric currents and their interactions.
  • C. Maxwell's equations
    Maxwell's equations are the fundamental set of four equations in classical electromagnetism that describe how electric and magnetic fields are generated and interact with charges and currents.
  • D. Born–Infeld electrodynamics
    Born–Infeld electrodynamics is a nonlinear modification of classical Maxwell theory proposed to remove the infinite self-energy of point charges by introducing an upper bound on the electromagnetic field strength.
  • E. Casimir effect
    The Casimir effect is a quantum phenomenon in which vacuum fluctuations of the electromagnetic field produce a measurable force between closely spaced uncharged conducting surfaces.
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e811d6b081909dafeee1d820c74f completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adc08b688190a00024727542c8b9 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae661f4481908ee489023af9603b completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7aef767848190b7edf7a99e2e019d completed March 28, 2026, 10:35 a.m.
Created at: March 27, 2026, 2:47 p.m.