Triple

T1503767
Position Surface form Disambiguated ID Type / Status
Subject Duo Security E33853 entity
Predicate product P490 FINISHED
Object Duo Access
Duo Access is a cloud-based access security solution from Duo Security that provides multi-factor authentication and granular access controls to protect applications and data.
E33853 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: Duo Access | Statement: [Duo Security, product, Duo Access]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duo Access
Context triple: [Duo Security, product, Duo Access]
  • A. Duo Security
    Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
  • B. MFA
    MFA is a graduate-level Master of Fine Arts degree focused on advanced study and practice in creative disciplines such as writing, visual arts, and performing arts.
  • C. MFA
    The MFA (Movimento das Forças Armadas) was the Portuguese military organization that led the 1974 Carnation Revolution, overthrowing the Estado Novo dictatorship and initiating the country’s transition to democracy.
  • D. Google Duo
    Google Duo is a high-quality video and voice calling app developed by Google for simple, reliable one-to-one and group communication across mobile and web platforms.
  • E. Aceso
    Aceso is a minor Greek goddess associated with the process of healing and the curing of illness.
  • 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: Duo Access
Triple: [Duo Security, product, Duo Access]
Generated description
Duo Access is a cloud-based access security solution from Duo Security that provides multi-factor authentication and granular access controls to protect applications and data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duo Access
Target entity description: Duo Access is a cloud-based access security solution from Duo Security that provides multi-factor authentication and granular access controls to protect applications and data.
  • A. Duo Security chosen
    Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
  • B. MFA
    MFA is a graduate-level Master of Fine Arts degree focused on advanced study and practice in creative disciplines such as writing, visual arts, and performing arts.
  • C. MFA
    The MFA (Movimento das Forças Armadas) was the Portuguese military organization that led the 1974 Carnation Revolution, overthrowing the Estado Novo dictatorship and initiating the country’s transition to democracy.
  • D. Google Duo
    Google Duo is a high-quality video and voice calling app developed by Google for simple, reliable one-to-one and group communication across mobile and web platforms.
  • E. Aceso
    Aceso is a minor Greek goddess associated with the process of healing and the curing of illness.
  • F. None of above.

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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a88731a8f081908b8facef7b602c02 completed March 4, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cb578e4819082d254462e10e4f0 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d34656481909949b4bfd83c6142 completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1dd7b34c8190b6957be2112506dd completed March 8, 2026, 6:57 a.m.
Created at: March 4, 2026, 7:24 p.m.