Triple

T2370812
Position Surface form Disambiguated ID Type / Status
Subject Danaher Corporation E46084 entity
Predicate follows P134 FINISHED
Object Danaher Business System
Danaher Business System is a continuous improvement and lean management framework used across Danaher Corporation to drive operational excellence, innovation, and growth.
 E46084 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: Danaher Business System | Statement: [Danaher Corporation, follows, Danaher Business System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danaher Business System
Context triple: [Danaher Corporation, follows, Danaher Business System]
  • A. Danaher Corporation
    Danaher Corporation is a diversified global science and technology conglomerate known for its portfolio of life sciences, diagnostics, and industrial solutions businesses.
  • B. Thermo Fisher Scientific
    Thermo Fisher Scientific is a leading American biotechnology and laboratory equipment company that provides scientific instruments, reagents, and services to research, healthcare, and industrial customers worldwide.
  • C. Roche Diagnostics
    Roche Diagnostics is a division of the Swiss healthcare company Roche that specializes in diagnostic systems, tests, and services for laboratories, hospitals, and patients worldwide.
  • D. GE Healthcare (historical)
    GE Healthcare (historical) was the former healthcare division of General Electric, focused on medical imaging, diagnostics, and related healthcare technologies before its later corporate restructuring and spin-off.
  • E. Eurofins Scientific
    Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
  • 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: Danaher Business System
Triple: [Danaher Corporation, follows, Danaher Business System]
Generated description
Danaher Business System is a continuous improvement and lean management framework used across Danaher Corporation to drive operational excellence, innovation, and growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danaher Business System
Target entity description: Danaher Business System is a continuous improvement and lean management framework used across Danaher Corporation to drive operational excellence, innovation, and growth.
  • A. Danaher Corporation chosen
    Danaher Corporation is a diversified global science and technology conglomerate known for its portfolio of life sciences, diagnostics, and industrial solutions businesses.
  • B. Thermo Fisher Scientific
    Thermo Fisher Scientific is a leading American biotechnology and laboratory equipment company that provides scientific instruments, reagents, and services to research, healthcare, and industrial customers worldwide.
  • C. Roche Diagnostics
    Roche Diagnostics is a division of the Swiss healthcare company Roche that specializes in diagnostic systems, tests, and services for laboratories, hospitals, and patients worldwide.
  • D. GE Healthcare (historical)
    GE Healthcare (historical) was the former healthcare division of General Electric, focused on medical imaging, diagnostics, and related healthcare technologies before its later corporate restructuring and spin-off.
  • E. Eurofins Scientific
    Eurofins Scientific is a global leader in bioanalytical testing services, specializing in food, environmental, pharmaceutical, and clinical laboratory analysis.
  • F. None of above.

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_69aebf3294d88190be67aa4cca72bbb4 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec2c1c0148190a5eb8fbfa452dd79 completed March 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69aec34a9a0481908c1033cb7d4b1516 completed March 9, 2026, 12:55 p.m.
Created at: March 4, 2026, 7:56 p.m.