Triple

T19585458
Position Surface form Disambiguated ID Type / Status
Subject Liberty ID-FF E490095 entity
Predicate developer P73 FINISHED
Object Liberty Alliance
Liberty Alliance was a consortium of companies and organizations that developed open standards for federated identity and single sign-on on the internet.
 E1385169 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 | Statement: [Liberty ID-FF, developer, Liberty Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberty Alliance
Context triple: [Liberty ID-FF, developer, Liberty Alliance]
  • A. 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.
  • B. PRIME Alliance
    PRIME Alliance is an industry consortium that develops and promotes the PRIME power line communication (PLC) standard for smart grid and smart metering applications.
  • C. Clamshell Alliance
    The Clamshell Alliance was a pioneering anti-nuclear, direct-action environmental organization in the United States best known for its large-scale protests against the Seabrook nuclear power plant in the 1970s.
  • D. Mopria
    Mopria is a universal mobile printing standard that enables seamless, driverless printing from devices like smartphones, tablets, and Chromebooks to compatible printers.
  • E. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • 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
Triple: [Liberty ID-FF, developer, Liberty Alliance]
Generated description
Liberty Alliance was a consortium of companies and organizations that developed open standards for federated identity and single sign-on on the internet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberty Alliance
Target entity description: Liberty Alliance was a consortium of companies and organizations that developed open standards for federated identity and single sign-on on the internet.
  • A. 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.
  • B. PRIME Alliance
    PRIME Alliance is an industry consortium that develops and promotes the PRIME power line communication (PLC) standard for smart grid and smart metering applications.
  • C. Clamshell Alliance
    The Clamshell Alliance was a pioneering anti-nuclear, direct-action environmental organization in the United States best known for its large-scale protests against the Seabrook nuclear power plant in the 1970s.
  • D. Mopria
    Mopria is a universal mobile printing standard that enables seamless, driverless printing from devices like smartphones, tablets, and Chromebooks to compatible printers.
  • E. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • 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.