Triple

T19585502
Position Surface form Disambiguated ID Type / Status
Subject Liberty ID-FF E490095 entity
Predicate relatedStandard P37 FINISHED
Object Liberty Alliance specifications suite
The Liberty Alliance specifications suite is a set of open standards for federated identity management and single sign-on across organizational and security domains.
 E1385171 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: Liberty Alliance specifications suite | Statement: [Liberty ID-FF, relatedStandard, Liberty Alliance specifications suite]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberty Alliance specifications suite
Context triple: [Liberty ID-FF, relatedStandard, Liberty Alliance specifications suite]
  • A. OpenID 2.0
    OpenID 2.0 is an earlier decentralized authentication protocol that allowed users to sign into multiple websites using a single identity URL, later superseded by OpenID Connect.
  • B. 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.
  • C. Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map
    "Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map" is an IETF document (RFC 4510) that outlines and organizes the core technical specifications and related standards that define LDAP.
  • D. Lightweight Directory Access Protocol
    Lightweight Directory Access Protocol (LDAP) is an open, standards-based application protocol used to access and manage distributed directory information services over an IP network.
  • E. OpenID Foundation
    The OpenID Foundation is a non-profit organization that develops and promotes open identity standards and protocols to enable secure, interoperable online authentication.
  • 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: Liberty Alliance specifications suite
Triple: [Liberty ID-FF, relatedStandard, Liberty Alliance specifications suite]
Generated description
The Liberty Alliance specifications suite is a set of open standards for federated identity management and single sign-on across organizational and security domains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberty Alliance specifications suite
Target entity description: The Liberty Alliance specifications suite is a set of open standards for federated identity management and single sign-on across organizational and security domains.
  • A. OpenID 2.0
    OpenID 2.0 is an earlier decentralized authentication protocol that allowed users to sign into multiple websites using a single identity URL, later superseded by OpenID Connect.
  • B. 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.
  • C. Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map
    "Lightweight Directory Access Protocol (LDAP): Technical Specification Road Map" is an IETF document (RFC 4510) that outlines and organizes the core technical specifications and related standards that define LDAP.
  • D. Lightweight Directory Access Protocol
    Lightweight Directory Access Protocol (LDAP) is an open, standards-based application protocol used to access and manage distributed directory information services over an IP network.
  • E. OpenID Foundation
    The OpenID Foundation is a non-profit organization that develops and promotes open identity standards and protocols to enable secure, interoperable online authentication.
  • 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_69d8e8dd9374819098e36349b3211663 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e640513134819082cf233fa3dcc911 completed April 20, 2026, 3:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f1122a08190961b2c0ae2e9f900 completed May 15, 2026, 5:59 p.m.
NEDg Description generation batch_6a075fed0ac4819088569b4854cf1ab9 completed May 15, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_6a076070784c81908d28306344363c53 completed May 15, 2026, 6:05 p.m.
Created at: April 10, 2026, 1:42 p.m.