Triple

T15159644
Position Surface form Disambiguated ID Type / Status
Subject Gregory R. Choppin E362173 entity
Predicate knownFor P22 FINISHED
Object textbook "Radiochemistry and Nuclear Chemistry"
"Radiochemistry and Nuclear Chemistry" is a foundational academic textbook that systematically covers the principles, methods, and applications of radiochemistry and nuclear chemistry for advanced students and professionals.
E1140757 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: textbook "Radiochemistry and Nuclear Chemistry" | Statement: [Gregory R. Choppin, knownFor, textbook "Radiochemistry and Nuclear Chemistry"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: textbook "Radiochemistry and Nuclear Chemistry"
Context triple: [Gregory R. Choppin, knownFor, textbook "Radiochemistry and Nuclear Chemistry"]
  • A. textbook "Solid State Physics"
    "Solid State Physics" is a foundational textbook that systematically introduces the principles and phenomena of solid-state physics, widely used for advanced undergraduate and graduate study in the field.
  • B. Cotton–Wilkinson Advanced Inorganic Chemistry textbook
    The Cotton–Wilkinson Advanced Inorganic Chemistry textbook is a seminal, graduate-level reference work that systematically presents the principles, structures, bonding, and reactivity of inorganic compounds and has profoundly influenced modern inorganic chemistry education and research.
  • C. treatise on radioactivity
    The "treatise on radioactivity" is a foundational scientific work by Marie Curie that systematically documented her pioneering research on radioactive elements and helped establish the field of radioactivity.
  • D. Lehrbuch der Elektrochemie
    Lehrbuch der Elektrochemie is a foundational textbook on electrochemistry authored by Svante Arrhenius that helped systematize and disseminate early modern electrochemical theory.
  • E. textbook "Quantum Electronics"
    "Quantum Electronics" is a foundational textbook by Amnon Yariv that systematically develops the principles of lasers, nonlinear optics, and the quantum theory of light–matter interaction.
  • 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: textbook "Radiochemistry and Nuclear Chemistry"
Triple: [Gregory R. Choppin, knownFor, textbook "Radiochemistry and Nuclear Chemistry"]
Generated description
"Radiochemistry and Nuclear Chemistry" is a foundational academic textbook that systematically covers the principles, methods, and applications of radiochemistry and nuclear chemistry for advanced students and professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: textbook "Radiochemistry and Nuclear Chemistry"
Target entity description: "Radiochemistry and Nuclear Chemistry" is a foundational academic textbook that systematically covers the principles, methods, and applications of radiochemistry and nuclear chemistry for advanced students and professionals.
  • A. textbook "Solid State Physics"
    "Solid State Physics" is a foundational textbook that systematically introduces the principles and phenomena of solid-state physics, widely used for advanced undergraduate and graduate study in the field.
  • B. Cotton–Wilkinson Advanced Inorganic Chemistry textbook
    The Cotton–Wilkinson Advanced Inorganic Chemistry textbook is a seminal, graduate-level reference work that systematically presents the principles, structures, bonding, and reactivity of inorganic compounds and has profoundly influenced modern inorganic chemistry education and research.
  • C. treatise on radioactivity
    The "treatise on radioactivity" is a foundational scientific work by Marie Curie that systematically documented her pioneering research on radioactive elements and helped establish the field of radioactivity.
  • D. Lehrbuch der Elektrochemie
    Lehrbuch der Elektrochemie is a foundational textbook on electrochemistry authored by Svante Arrhenius that helped systematize and disseminate early modern electrochemical theory.
  • E. textbook "Quantum Electronics"
    "Quantum Electronics" is a foundational textbook by Amnon Yariv that systematically develops the principles of lasers, nonlinear optics, and the quantum theory of light–matter interaction.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060dd71881908ecc4a4f52d438a5 completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffaa4b88190aab36fdae057e6d2 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec23c83ac819087633c0f64e50506 completed May 9, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69fec2f95a408190850e4d81839822ba completed May 9, 2026, 5:15 a.m.
Created at: April 10, 2026, 3:08 a.m.