Triple

T1503768
Position Surface form Disambiguated ID Type / Status
Subject Duo Security E33853 entity
Predicate product P490 FINISHED
Object Duo Beyond
Duo Beyond is a zero-trust security solution from Duo Security that helps organizations securely verify user identities and device health before granting access to applications.
E171426 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 Beyond | Statement: [Duo Security, product, Duo Beyond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duo Beyond
Context triple: [Duo Security, product, Duo Beyond]
  • A. Pami Dua
    Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
  • B. Duala
    Duala is a Bantu language spoken primarily by the Duala people in the coastal regions of Cameroon, especially around the city of Douala.
  • C. D’eux
    D’eux is a hugely successful French-language studio album by Canadian singer Celine Dion, widely regarded as one of the best-selling Francophone albums of all time.
  • D. The Mighty Two
    The Mighty Two is a Jamaican reggae and dub production duo best known for their influential work in the 1970s with artists such as Culture.
  • E. Double Blue
    Double Blue is a popular nickname for the Toronto Argonauts of the Canadian Football League, referencing the team’s traditional double-shaded blue color scheme.
  • 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 Beyond
Triple: [Duo Security, product, Duo Beyond]
Generated description
Duo Beyond is a zero-trust security solution from Duo Security that helps organizations securely verify user identities and device health before granting access to applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duo Beyond
Target entity description: Duo Beyond is a zero-trust security solution from Duo Security that helps organizations securely verify user identities and device health before granting access to applications.
  • A. Pami Dua
    Pami Dua is an Indian economist and academic known for her contributions to econometrics and macroeconomic policy research, and for her leadership roles at the Delhi School of Economics.
  • B. Duala
    Duala is a Bantu language spoken primarily by the Duala people in the coastal regions of Cameroon, especially around the city of Douala.
  • C. D’eux
    D’eux is a hugely successful French-language studio album by Canadian singer Celine Dion, widely regarded as one of the best-selling Francophone albums of all time.
  • D. The Mighty Two
    The Mighty Two is a Jamaican reggae and dub production duo best known for their influential work in the 1970s with artists such as Culture.
  • E. Double Blue
    Double Blue is a popular nickname for the Toronto Argonauts of the Canadian Football League, referencing the team’s traditional double-shaded blue color scheme.
  • 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_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.