Triple

T3429769
Position Surface form Disambiguated ID Type / Status
Subject Ultimate Software E72308 entity
Predicate softwareType P1482 FINISHED
Object Software as a Service
Software as a Service is a cloud-based software delivery model in which applications are hosted by a provider and accessed by users over the internet on a subscription basis.
 E356462 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: Software as a Service | Statement: [Ultimate Software, softwareType, Software as a Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Software as a Service
Context triple: [Ultimate Software, softwareType, Software as a Service]
  • A. 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.
  • 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 and AI
    Cloud and AI is Huawei’s business division focused on providing cloud computing services and artificial intelligence solutions for enterprises and developers.
  • D. CLOUD
    CLOUD is a CERN experiment that studies how cosmic rays and atmospheric aerosols influence cloud formation and, consequently, Earth's climate.
  • E. 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.
  • 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: Software as a Service
Triple: [Ultimate Software, softwareType, Software as a Service]
Generated description
Software as a Service is a cloud-based software delivery model in which applications are hosted by a provider and accessed by users over the internet on a subscription basis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Software as a Service
Target entity description: Software as a Service is a cloud-based software delivery model in which applications are hosted by a provider and accessed by users over the internet on a subscription basis.
  • A. 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.
  • 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 and AI
    Cloud and AI is Huawei’s business division focused on providing cloud computing services and artificial intelligence solutions for enterprises and developers.
  • D. CLOUD
    CLOUD is a CERN experiment that studies how cosmic rays and atmospheric aerosols influence cloud formation and, consequently, Earth's climate.
  • E. 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.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9bd61908190a7bdd01f24334fc3 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35546dfa0819081800009fbe8afe3 completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355cecc4c81908ecb5f83e89b4a00 completed March 13, 2026, 12:09 a.m.
Created at: March 8, 2026, 3:15 p.m.