Triple

T2794742
Position Surface form Disambiguated ID Type / Status
Subject Ericsson E53008 entity
Predicate hasDivision P35 FINISHED
Object Cloud Software and Services
Cloud Software and Services is an Ericsson business division focused on delivering cloud-native software, platforms, and managed services for telecommunications networks and digital infrastructure.
 E299398 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: Cloud Software and Services | Statement: [Ericsson, hasDivision, Cloud Software and Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cloud Software and Services
Context triple: [Ericsson, hasDivision, Cloud Software and Services]
  • A. Cloud and AI
    Cloud and AI is Huawei’s business division focused on providing cloud computing services and artificial intelligence solutions for enterprises and developers.
  • B. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • C. Cloud Monitoring
    Cloud Monitoring is a Google Cloud service that collects, visualizes, and alerts on metrics, logs, and uptime data from applications and infrastructure running in the cloud and on-premises.
  • D. Technology Transformation Services
    Technology Transformation Services is a U.S. federal organization within the General Services Administration that helps government agencies modernize their digital services, technology, and customer experience.
  • E. Cloud Intelligence Group
    Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
  • 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: Cloud Software and Services
Triple: [Ericsson, hasDivision, Cloud Software and Services]
Generated description
Cloud Software and Services is an Ericsson business division focused on delivering cloud-native software, platforms, and managed services for telecommunications networks and digital infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cloud Software and Services
Target entity description: Cloud Software and Services is an Ericsson business division focused on delivering cloud-native software, platforms, and managed services for telecommunications networks and digital infrastructure.
  • A. Cloud and AI
    Cloud and AI is Huawei’s business division focused on providing cloud computing services and artificial intelligence solutions for enterprises and developers.
  • B. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • C. Cloud Monitoring
    Cloud Monitoring is a Google Cloud service that collects, visualizes, and alerts on metrics, logs, and uptime data from applications and infrastructure running in the cloud and on-premises.
  • D. Technology Transformation Services
    Technology Transformation Services is a U.S. federal organization within the General Services Administration that helps government agencies modernize their digital services, technology, and customer experience.
  • E. Cloud Intelligence Group
    Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddd48bcc819083f4ec59d66f0ece completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6618fb88190a653ae0d15e1a0d4 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6d485d88190b281abec460ff24d completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc7527b708190b8adffb18ceb4c82 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:58 p.m.