Triple

T1610642
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Azure E34605 entity
Predicate competitor P1375 FINISHED
Object IBM Cloud
IBM Cloud is a hybrid cloud computing platform and suite of services from IBM that provides infrastructure, platform, and AI capabilities for enterprises.
 E182250 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: IBM Cloud | Statement: [Microsoft Azure, competitor, IBM Cloud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IBM Cloud
Context triple: [Microsoft Azure, competitor, IBM Cloud]
  • A. Oracle Cloud Infrastructure
    Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
  • B. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • C. Amazon Web Services
    Amazon Web Services is a leading global cloud computing platform offering on-demand infrastructure, storage, and application services to businesses, developers, and institutions.
  • D. Alibaba Cloud
    Alibaba Cloud is a leading global cloud computing and infrastructure services provider originating from China, offering a wide range of scalable computing, storage, and data solutions.
  • E. Google Cloud
    Google Cloud is Alphabet Inc.'s cloud computing platform offering infrastructure, platform, and software services for building, deploying, and scaling applications and data solutions.
  • 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: IBM Cloud
Triple: [Microsoft Azure, competitor, IBM Cloud]
Generated description
IBM Cloud is a hybrid cloud computing platform and suite of services from IBM that provides infrastructure, platform, and AI capabilities for enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IBM Cloud
Target entity description: IBM Cloud is a hybrid cloud computing platform and suite of services from IBM that provides infrastructure, platform, and AI capabilities for enterprises.
  • A. Oracle Cloud Infrastructure
    Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
  • B. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • C. Amazon Web Services
    Amazon Web Services is a leading global cloud computing platform offering on-demand infrastructure, storage, and application services to businesses, developers, and institutions.
  • D. Alibaba Cloud
    Alibaba Cloud is a leading global cloud computing and infrastructure services provider originating from China, offering a wide range of scalable computing, storage, and data solutions.
  • E. Google Cloud
    Google Cloud is Alphabet Inc.'s cloud computing platform offering infrastructure, platform, and software services for building, deploying, and scaling applications and data solutions.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa622b9fbc8190bff82acdde10deb6 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c4bbfc8190b9d00e1562155a5f completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad526a5e648190b3f40a85c0c06abb completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52e053f081908af40a7602dab301 completed March 8, 2026, 10:43 a.m.
Created at: March 4, 2026, 7:28 p.m.