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.