Triple

T4143124

Position	Surface form	Disambiguated ID	Type / Status
Subject	TRIGA research reactor	`E89319`	entity
Predicate	hasAcronymMeaning	`P43`	FINISHED
Object	Training, Research, Isotopes, General Atomics Training, Research, Isotopes, General Atomics is the full name behind the TRIGA research reactor line, a widely used family of safe, pool-type nuclear reactors designed for education, research, and isotope production.	`E415124`	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: Training, Research, Isotopes, General Atomics | Statement: [TRIGA research reactor, hasAcronymMeaning, Training, Research, Isotopes, General Atomics]

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

Target entity: Training, Research, Isotopes, General Atomics
Context triple: [TRIGA research reactor, hasAcronymMeaning, Training, Research, Isotopes, General Atomics]

A. Euratom Research and Training Programme
The Euratom Research and Training Programme is the European Union’s framework programme that funds and coordinates nuclear research, safety, and training activities across member states.
B. Fusion Energy Sciences program
The Fusion Energy Sciences program is a U.S. Department of Energy research initiative focused on advancing the science and technology needed to develop fusion as a practical, clean energy source.
C. Institute for Nuclear Security
The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
D. Institute of Nuclear and New Energy Technology
The Institute of Nuclear and New Energy Technology is a research institute of Tsinghua University specializing in nuclear science, nuclear engineering, and advanced energy technologies.
E. 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.
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: Training, Research, Isotopes, General Atomics
Triple: [TRIGA research reactor, hasAcronymMeaning, Training, Research, Isotopes, General Atomics]

Generated description

Training, Research, Isotopes, General Atomics is the full name behind the TRIGA research reactor line, a widely used family of safe, pool-type nuclear reactors designed for education, research, and isotope production.

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

Target entity: Training, Research, Isotopes, General Atomics
Target entity description: Training, Research, Isotopes, General Atomics is the full name behind the TRIGA research reactor line, a widely used family of safe, pool-type nuclear reactors designed for education, research, and isotope production.

A. Euratom Research and Training Programme
The Euratom Research and Training Programme is the European Union’s framework programme that funds and coordinates nuclear research, safety, and training activities across member states.
B. Fusion Energy Sciences program
The Fusion Energy Sciences program is a U.S. Department of Energy research initiative focused on advancing the science and technology needed to develop fusion as a practical, clean energy source.
C. Institute for Nuclear Security
The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
D. Institute of Nuclear and New Energy Technology
The Institute of Nuclear and New Energy Technology is a research institute of Tsinghua University specializing in nuclear science, nuclear engineering, and advanced energy technologies.
E. 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.
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_69aed95785788190ae75bcf0cd1cafdf`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af024cc7e88190b23b39d6f5f2a2e0`	completed	March 9, 2026, 5:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576cff6c881909134804ba6f9876d`	completed	March 14, 2026, 2:55 p.m.
NEDg	Description generation	`batch_69b577d391ac8190b6062b1f64e2e7e8`	completed	March 14, 2026, 2:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5787ed214819092fc425152069df9`	completed	March 14, 2026, 3:02 p.m.

Created at: March 9, 2026, 3:43 p.m.