Triple

T11792547
Position Surface form Disambiguated ID Type / Status
Subject Lawrence Livermore National Security, LLC E280422 entity
Predicate parentOrganization P254 FINISHED
Object BWX Technologies, Inc.
BWX Technologies, Inc. is a U.S.-based nuclear technology company best known for supplying nuclear components and services to the U.S. government, including the defense and energy sectors.
 E946905 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: BWX Technologies, Inc. | Statement: [Lawrence Livermore National Security, LLC, parentOrganization, BWX Technologies, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BWX Technologies, Inc.
Context triple: [Lawrence Livermore National Security, LLC, parentOrganization, BWX Technologies, Inc.]
  • A. Borden Group
    The Borden Group is a geologic rock unit of Mississippian age in the eastern United States, known for its thick sequences of marine shales, siltstones, and sandstones.
  • B. Guardian Industries
    Guardian Industries is a major global manufacturer of glass, automotive, and building products, known for its architectural and float glass operations.
  • C. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
  • D. Olin Corporation
    Olin Corporation is a U.S.-based manufacturer best known for its production of chlor-alkali products, epoxy materials, and Winchester ammunition.
  • E. Fluor Corporation
    Fluor Corporation is a global engineering, procurement, construction, and project management company known for delivering large-scale infrastructure, energy, and government projects worldwide.
  • 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: BWX Technologies, Inc.
Triple: [Lawrence Livermore National Security, LLC, parentOrganization, BWX Technologies, Inc.]
Generated description
BWX Technologies, Inc. is a U.S.-based nuclear technology company best known for supplying nuclear components and services to the U.S. government, including the defense and energy sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BWX Technologies, Inc.
Target entity description: BWX Technologies, Inc. is a U.S.-based nuclear technology company best known for supplying nuclear components and services to the U.S. government, including the defense and energy sectors.
  • A. Borden Group
    The Borden Group is a geologic rock unit of Mississippian age in the eastern United States, known for its thick sequences of marine shales, siltstones, and sandstones.
  • B. Guardian Industries
    Guardian Industries is a major global manufacturer of glass, automotive, and building products, known for its architectural and float glass operations.
  • C. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
  • D. Olin Corporation
    Olin Corporation is a U.S.-based manufacturer best known for its production of chlor-alkali products, epoxy materials, and Winchester ammunition.
  • E. Fluor Corporation
    Fluor Corporation is a global engineering, procurement, construction, and project management company known for delivering large-scale infrastructure, energy, and government projects worldwide.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a588d2c881909783c2d678c2a474 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f09115c66c8190b0a3e775bdf575c1 completed April 28, 2026, 10:51 a.m.
NEDg Description generation batch_69f0bd40108c8190863a60cf01cc7201 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef7e9f388190b33f6c16abadfde9 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.