Triple

T3806377

Position	Surface form	Disambiguated ID	Type / Status
Subject	UT–Battelle, LLC	`E93016`	entity
Predicate	formedBy	`P972`	FINISHED
Object	Battelle Memorial Institute Battelle Memorial Institute is a major nonprofit applied science and technology organization known for managing national laboratories and conducting research and development across defense, energy, health, and environmental domains.	`E389987`	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: Battelle Memorial Institute | Statement: [UT–Battelle, LLC, formedBy, Battelle Memorial Institute]

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

Target entity: Battelle Memorial Institute
Context triple: [UT–Battelle, LLC, formedBy, Battelle Memorial Institute]

A. Ames National Laboratory
Ames National Laboratory is a U.S. Department of Energy research facility in Iowa known for its pioneering work in materials science, chemistry, and energy-related technologies.
B. Stanford Research Institute
Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
C. Argonne National Laboratory
Argonne National Laboratory is a major U.S. Department of Energy research center near Chicago, renowned for pioneering work in nuclear energy and broad multidisciplinary science and engineering.
D. UT–Battelle, LLC
UT–Battelle, LLC is a private, nonprofit management and operating contractor formed by the University of Tennessee and Battelle Memorial Institute to run the U.S. Department of Energy’s Oak Ridge National Laboratory.
E. Brookhaven Science Associates
Brookhaven Science Associates is a private consortium formed by Battelle Memorial Institute and Stony Brook University to manage and operate Brookhaven National Laboratory for the U.S. Department of Energy.
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: Battelle Memorial Institute
Triple: [UT–Battelle, LLC, formedBy, Battelle Memorial Institute]

Generated description

Battelle Memorial Institute is a major nonprofit applied science and technology organization known for managing national laboratories and conducting research and development across defense, energy, health, and environmental domains.

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

Target entity: Battelle Memorial Institute
Target entity description: Battelle Memorial Institute is a major nonprofit applied science and technology organization known for managing national laboratories and conducting research and development across defense, energy, health, and environmental domains.

A. Ames National Laboratory
Ames National Laboratory is a U.S. Department of Energy research facility in Iowa known for its pioneering work in materials science, chemistry, and energy-related technologies.
B. Stanford Research Institute
Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
C. Argonne National Laboratory
Argonne National Laboratory is a major U.S. Department of Energy research center near Chicago, renowned for pioneering work in nuclear energy and broad multidisciplinary science and engineering.
D. UT–Battelle, LLC
UT–Battelle, LLC is a private, nonprofit management and operating contractor formed by the University of Tennessee and Battelle Memorial Institute to run the U.S. Department of Energy’s Oak Ridge National Laboratory.
E. Brookhaven Science Associates
Brookhaven Science Associates is a private consortium formed by Battelle Memorial Institute and Stony Brook University to manage and operate Brookhaven National Laboratory for the U.S. Department of Energy.
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_69aed96a60088190ab1df8390fffc935`	completed	March 9, 2026, 2:30 p.m.
NER	Named-entity recognition	`batch_69aee809c5c481909d5412cdd33b458d`	completed	March 9, 2026, 3:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4fb2d7be48190a041e59b706751a4`	completed	March 14, 2026, 6:07 a.m.
NEDg	Description generation	`batch_69b4fc463bf48190b604d478f2c3e477`	completed	March 14, 2026, 6:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4fcb59c148190b2b574c787473896`	completed	March 14, 2026, 6:14 a.m.

Created at: March 9, 2026, 3:16 p.m.