Triple

T4131025
Position Surface form Disambiguated ID Type / Status
Subject Bayer E85040 entity
Predicate hasSubsidiary P254 FINISHED
Object Bayer Business Services
Bayer Business Services is the shared services and IT solutions arm of the Bayer Group, providing business support functions such as finance, HR, procurement, and information technology.
 E85040 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: Bayer Business Services | Statement: [Bayer, hasSubsidiary, Bayer Business Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bayer Business Services
Context triple: [Bayer, hasSubsidiary, Bayer Business Services]
  • A. Bayer
    Bayer is a major German multinational pharmaceutical and life sciences company known for products such as aspirin and its work in healthcare and agriculture.
  • B. BASF
    BASF is a major German chemical company and one of the world's largest producers of chemicals and related products.
  • C. SAS Group
    SAS Group is a Scandinavian airline holding company that operates Scandinavian Airlines and related aviation businesses across Northern Europe.
  • D. Hoechst
    Hoechst was a major German chemical and pharmaceutical company that later became part of the conglomerate IG Farben.
  • E. Taurus Systems GmbH
    Taurus Systems GmbH is a German defense company specializing in the development and production of long-range precision-guided cruise missiles.
  • 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: Bayer Business Services
Triple: [Bayer, hasSubsidiary, Bayer Business Services]
Generated description
Bayer Business Services is the shared services and IT solutions arm of the Bayer Group, providing business support functions such as finance, HR, procurement, and information technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bayer Business Services
Target entity description: Bayer Business Services is the shared services and IT solutions arm of the Bayer Group, providing business support functions such as finance, HR, procurement, and information technology.
  • A. Bayer chosen
    Bayer is a major German multinational pharmaceutical and life sciences company known for products such as aspirin and its work in healthcare and agriculture.
  • B. BASF
    BASF is a major German chemical company and one of the world's largest producers of chemicals and related products.
  • C. SAS Group
    SAS Group is a Scandinavian airline holding company that operates Scandinavian Airlines and related aviation businesses across Northern Europe.
  • D. Hoechst
    Hoechst was a major German chemical and pharmaceutical company that later became part of the conglomerate IG Farben.
  • E. Taurus Systems GmbH
    Taurus Systems GmbH is a German defense company specializing in the development and production of long-range precision-guided cruise missiles.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021f6a508190b8ac1e0d8b859f74 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c26d4c81909b8be74855cbd03f completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:42 p.m.