Triple

T15159653

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gregory R. Choppin	`E362173`	entity
Predicate	hasWritten	`P2831`	FINISHED
Object	"Radiochemistry and Nuclear Chemistry" "Radiochemistry and Nuclear Chemistry" is a comprehensive textbook that covers the principles, techniques, and applications of radioactive processes and nuclear transformations in chemistry.	`E1140760`	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: "Radiochemistry and Nuclear Chemistry" | Statement: [Gregory R. Choppin, hasWritten, "Radiochemistry and Nuclear Chemistry"]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: "Radiochemistry and Nuclear Chemistry"
Context triple: [Gregory R. Choppin, hasWritten, "Radiochemistry and Nuclear Chemistry"]

A. Division of Nuclear Chemistry and Technology
The Division of Nuclear Chemistry and Technology is a specialized unit of the American Chemical Society that focuses on advancing research, education, and professional collaboration in nuclear and radiochemistry.
B. Elements of Nuclear Physics
Elements of Nuclear Physics is a foundational textbook that introduces the principles, structure, and interactions of atomic nuclei and subatomic particles.
C. The Interpretation of Radium
The Interpretation of Radium is a seminal early 20th-century scientific book that helped explain the nature of radioactivity and atomic theory to both scientists and the general public.
D. Jahrbuch der Radioaktivität und Elektronik
Jahrbuch der Radioaktivität und Elektronik was an early 20th-century German scientific journal focusing on radioactivity, electronics, and related areas of physics.
E. 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.
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: "Radiochemistry and Nuclear Chemistry"
Triple: [Gregory R. Choppin, hasWritten, "Radiochemistry and Nuclear Chemistry"]

Generated description

"Radiochemistry and Nuclear Chemistry" is a comprehensive textbook that covers the principles, techniques, and applications of radioactive processes and nuclear transformations in chemistry.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: "Radiochemistry and Nuclear Chemistry"
Target entity description: "Radiochemistry and Nuclear Chemistry" is a comprehensive textbook that covers the principles, techniques, and applications of radioactive processes and nuclear transformations in chemistry.

A. Division of Nuclear Chemistry and Technology
The Division of Nuclear Chemistry and Technology is a specialized unit of the American Chemical Society that focuses on advancing research, education, and professional collaboration in nuclear and radiochemistry.
B. Elements of Nuclear Physics
Elements of Nuclear Physics is a foundational textbook that introduces the principles, structure, and interactions of atomic nuclei and subatomic particles.
C. The Interpretation of Radium
The Interpretation of Radium is a seminal early 20th-century scientific book that helped explain the nature of radioactivity and atomic theory to both scientists and the general public.
D. Jahrbuch der Radioaktivität und Elektronik
Jahrbuch der Radioaktivität und Elektronik was an early 20th-century German scientific journal focusing on radioactivity, electronics, and related areas of physics.
E. 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.
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.