Triple

T2416078

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lawrence Livermore National Laboratory	`E52304`	entity
Predicate	operatedBy	`P86`	FINISHED
Object	Lawrence Livermore National Security, LLC Lawrence Livermore National Security, LLC is a private consortium that manages and operates the U.S. Department of Energy’s Lawrence Livermore National Laboratory under contract.	`E280422`	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: Lawrence Livermore National Security, LLC | Statement: [Lawrence Livermore National Laboratory, operatedBy, Lawrence Livermore National Security, LLC]

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

Target entity: Lawrence Livermore National Security, LLC
Context triple: [Lawrence Livermore National Laboratory, operatedBy, Lawrence Livermore National Security, LLC]

A. Lawrence Livermore National Laboratory
Lawrence Livermore National Laboratory is a U.S. federal research facility in California known for its work in nuclear weapons design, national security, and cutting-edge scientific and technological research.
B. Sandia National Laboratories
Sandia National Laboratories is a major U.S. Department of Energy research and development facility specializing in national security, nuclear weapons engineering, and advanced science and technology.
C. Lawrence Berkeley National Laboratory
Lawrence Berkeley National Laboratory is a U.S. Department of Energy national research laboratory in Berkeley, California, renowned for pioneering work in nuclear and particle physics, chemistry, and energy sciences.
D. Los Alamos Laboratory
Los Alamos Laboratory was the secret U.S. research facility in New Mexico where the Manhattan Project developed the first atomic bombs during World War II.
E. 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.
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: Lawrence Livermore National Security, LLC
Triple: [Lawrence Livermore National Laboratory, operatedBy, Lawrence Livermore National Security, LLC]

Generated description

Lawrence Livermore National Security, LLC is a private consortium that manages and operates the U.S. Department of Energy’s Lawrence Livermore National Laboratory under contract.

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

Target entity: Lawrence Livermore National Security, LLC
Target entity description: Lawrence Livermore National Security, LLC is a private consortium that manages and operates the U.S. Department of Energy’s Lawrence Livermore National Laboratory under contract.

A. Lawrence Livermore National Laboratory
Lawrence Livermore National Laboratory is a U.S. federal research facility in California known for its work in nuclear weapons design, national security, and cutting-edge scientific and technological research.
B. Sandia National Laboratories
Sandia National Laboratories is a major U.S. Department of Energy research and development facility specializing in national security, nuclear weapons engineering, and advanced science and technology.
C. Lawrence Berkeley National Laboratory
Lawrence Berkeley National Laboratory is a U.S. Department of Energy national research laboratory in Berkeley, California, renowned for pioneering work in nuclear and particle physics, chemistry, and energy sciences.
D. Los Alamos Laboratory
Los Alamos Laboratory was the secret U.S. research facility in New Mexico where the Manhattan Project developed the first atomic bombs during World War II.
E. 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.
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_69ab495622948190bc6bc6e4cddaf645`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abc94d048481908409d60129aef747`	completed	March 7, 2026, 6:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af6540028c8190aaafeada529d2e6a`	completed	March 10, 2026, 12:26 a.m.
NEDg	Description generation	`batch_69af68b8b2488190b5d87852ca331e0e`	completed	March 10, 2026, 12:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69af691252908190ad3671569044dbc4`	completed	March 10, 2026, 12:42 a.m.

Created at: March 6, 2026, 9:42 p.m.