Triple

T17272792
Position Surface form Disambiguated ID Type / Status
Subject Ukrainian Special Operations Forces E419306 entity
Predicate abbreviation P43 FINISHED
Object SSO
SSO is the Ukrainian Special Operations Forces, an elite branch of Ukraine’s military responsible for conducting special operations and unconventional warfare.
E1260341 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: SSO | Statement: [Ukrainian Special Operations Forces, abbreviation, SSO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SSO
Context triple: [Ukrainian Special Operations Forces, abbreviation, SSO]
  • A. SSO
    SSO is the standard abbreviation for Ship Security Officer, the designated person responsible for a vessel’s security under international maritime regulations.
  • B. SSO
    SSO is the abbreviation for Special Source Operations, a secretive unit within the U.S. National Security Agency responsible for collecting data from major telecommunications and internet companies.
  • C. SAML
    SAML (Security Assertion Markup Language) is an XML-based open standard for exchanging authentication and authorization data between identity providers and service providers, commonly used for single sign-on (SSO) in web applications.
  • D. AWS Single Sign-On (IAM Identity Center successor)
    AWS Single Sign-On (now AWS IAM Identity Center) is a cloud service that centrally manages workforce access to multiple AWS accounts and applications using single sign-on and existing identity sources.
  • E. Oxford Single Sign-On
    Oxford Single Sign-On is the University of Oxford’s central authentication service that allows users to access multiple university systems and online resources using a single set of login credentials.
  • 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: SSO
Triple: [Ukrainian Special Operations Forces, abbreviation, SSO]
Generated description
SSO is the Ukrainian Special Operations Forces, an elite branch of Ukraine’s military responsible for conducting special operations and unconventional warfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SSO
Target entity description: SSO is the Ukrainian Special Operations Forces, an elite branch of Ukraine’s military responsible for conducting special operations and unconventional warfare.
  • A. SSO
    SSO is the standard abbreviation for Ship Security Officer, the designated person responsible for a vessel’s security under international maritime regulations.
  • B. SSO
    SSO is the abbreviation for Special Source Operations, a secretive unit within the U.S. National Security Agency responsible for collecting data from major telecommunications and internet companies.
  • C. SAML
    SAML (Security Assertion Markup Language) is an XML-based open standard for exchanging authentication and authorization data between identity providers and service providers, commonly used for single sign-on (SSO) in web applications.
  • D. AWS Single Sign-On (IAM Identity Center successor)
    AWS Single Sign-On (now AWS IAM Identity Center) is a cloud service that centrally manages workforce access to multiple AWS accounts and applications using single sign-on and existing identity sources.
  • E. Oxford Single Sign-On
    Oxford Single Sign-On is the University of Oxford’s central authentication service that allows users to access multiple university systems and online resources using a single set of login credentials.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4b023c8190b92df4015c14c3a8 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01794d605481908b5e430c3142c203 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017b2642f8819084b339ea27ae1f84 completed May 11, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_6a017c0e82c08190a37a36af68550c19 completed May 11, 2026, 6:49 a.m.
Created at: April 10, 2026, 5:40 a.m.