Triple

T2370811
Position Surface form Disambiguated ID Type / Status
Subject Danaher Corporation E46084 entity
Predicate hasDivision P35 FINISHED
Object Environmental & Applied Solutions segment
The Environmental & Applied Solutions segment is a business division of Danaher Corporation that provides technologies and services focused on water quality, environmental monitoring, and applied analytical solutions for industrial and regulatory customers.
E261819 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: Environmental & Applied Solutions segment | Statement: [Danaher Corporation, hasDivision, Environmental & Applied Solutions segment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental & Applied Solutions segment
Context triple: [Danaher Corporation, hasDivision, Environmental & Applied Solutions segment]
  • A. Division of Environmental Stewardship
    The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
  • B. Division of Environmental Remediation
    The Division of Environmental Remediation is a branch of New York State’s environmental agency responsible for investigating, managing, and cleaning up contaminated sites to protect public health and the environment.
  • C. Division of Environmental Assessment and Restoration
    The Division of Environmental Assessment and Restoration is a specialized branch of Florida’s state environmental agency responsible for monitoring, evaluating, and helping restore the quality of the state’s air, water, and natural ecosystems.
  • D. Environment and Natural Resources Division
    The Environment and Natural Resources Division is the branch of the U.S. Department of Justice responsible for enforcing federal environmental and natural resource laws and representing the United States in related litigation.
  • E. Division of Environmental Chemistry
    The Division of Environmental Chemistry is a specialized unit of the American Chemical Society that focuses on advancing research, education, and communication in environmental and green chemistry.
  • 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: Environmental & Applied Solutions segment
Triple: [Danaher Corporation, hasDivision, Environmental & Applied Solutions segment]
Generated description
The Environmental & Applied Solutions segment is a business division of Danaher Corporation that provides technologies and services focused on water quality, environmental monitoring, and applied analytical solutions for industrial and regulatory customers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental & Applied Solutions segment
Target entity description: The Environmental & Applied Solutions segment is a business division of Danaher Corporation that provides technologies and services focused on water quality, environmental monitoring, and applied analytical solutions for industrial and regulatory customers.
  • A. Division of Environmental Stewardship
    The Division of Environmental Stewardship is a unit within New York State’s park system responsible for protecting natural resources and promoting sustainable management of state parks and historic sites.
  • B. Division of Environmental Remediation
    The Division of Environmental Remediation is a branch of New York State’s environmental agency responsible for investigating, managing, and cleaning up contaminated sites to protect public health and the environment.
  • C. Division of Environmental Assessment and Restoration
    The Division of Environmental Assessment and Restoration is a specialized branch of Florida’s state environmental agency responsible for monitoring, evaluating, and helping restore the quality of the state’s air, water, and natural ecosystems.
  • D. Environment and Natural Resources Division
    The Environment and Natural Resources Division is the branch of the U.S. Department of Justice responsible for enforcing federal environmental and natural resource laws and representing the United States in related litigation.
  • E. Environmental Science, Technology & Policy
    Environmental Science, Technology & Policy is an interdisciplinary academic program that integrates scientific study of the environment with technological approaches and policy analysis to address complex environmental challenges.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc76f5aec8190867d621e6849258c completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a2b1448190b19179cf379993ee completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac6b13ac81909042dddef15ec924 completed March 9, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69aead16b0a881909103e26053cfad84 completed March 9, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:56 p.m.