Triple

T11656489
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Azure SQL team E277022 entity
Predicate collaboratesWith P37 FINISHED
Object Microsoft security and compliance teams
Microsoft security and compliance teams are specialized groups within Microsoft responsible for developing, enforcing, and overseeing security, privacy, and regulatory compliance standards across the company’s products and cloud services.
E937650 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: Microsoft security and compliance teams | Statement: [Microsoft Azure SQL team, collaboratesWith, Microsoft security and compliance teams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft security and compliance teams
Context triple: [Microsoft Azure SQL team, collaboratesWith, Microsoft security and compliance teams]
  • A. Microsoft senior leadership team
    The Microsoft senior leadership team is the group of top executives responsible for setting and executing the company’s overall strategy, operations, and long-term vision.
  • B. Microsoft Security portfolio
    The Microsoft Security portfolio is a comprehensive suite of integrated security, compliance, identity, and management solutions designed to protect organizations across their entire digital estate.
  • C. Google security teams
    Google security teams are specialized groups within Google responsible for protecting the company’s products, infrastructure, and users from security threats and vulnerabilities.
  • D. Microsoft 365 Defender
    Microsoft 365 Defender is Microsoft’s unified, cloud-based security suite that coordinates protection, detection, and response across endpoints, email, identities, and applications in the Microsoft 365 ecosystem.
  • E. Microsoft Defender for Identity
    Microsoft Defender for Identity is a cloud-based security solution that uses on-premises Active Directory signals to detect, investigate, and respond to advanced identity-based threats in enterprise environments.
  • 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: Microsoft security and compliance teams
Triple: [Microsoft Azure SQL team, collaboratesWith, Microsoft security and compliance teams]
Generated description
Microsoft security and compliance teams are specialized groups within Microsoft responsible for developing, enforcing, and overseeing security, privacy, and regulatory compliance standards across the company’s products and cloud services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft security and compliance teams
Target entity description: Microsoft security and compliance teams are specialized groups within Microsoft responsible for developing, enforcing, and overseeing security, privacy, and regulatory compliance standards across the company’s products and cloud services.
  • A. Microsoft senior leadership team
    The Microsoft senior leadership team is the group of top executives responsible for setting and executing the company’s overall strategy, operations, and long-term vision.
  • B. Microsoft Security portfolio
    The Microsoft Security portfolio is a comprehensive suite of integrated security, compliance, identity, and management solutions designed to protect organizations across their entire digital estate.
  • C. Google security teams
    Google security teams are specialized groups within Google responsible for protecting the company’s products, infrastructure, and users from security threats and vulnerabilities.
  • D. Microsoft 365 Defender
    Microsoft 365 Defender is Microsoft’s unified, cloud-based security suite that coordinates protection, detection, and response across endpoints, email, identities, and applications in the Microsoft 365 ecosystem.
  • E. Microsoft Defender for Identity
    Microsoft Defender for Identity is a cloud-based security solution that uses on-premises Active Directory signals to detect, investigate, and respond to advanced identity-based threats in enterprise environments.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a3d0331481909682b2e504e4c9a0 completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee88166900819095063f045be44bed completed April 26, 2026, 9:48 p.m.
NEDg Description generation batch_69eeb315ebc48190a0f6ff0dc8afd462 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.