Triple
T261171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cisco Systems |
E5543
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Duo Security
Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
|
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 Security | Statement: [Cisco Systems, hasSubsidiary, Duo Security]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duo Security Context triple: [Cisco Systems, hasSubsidiary, Duo Security]
-
A.
Xoom Corporation
Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
-
B.
Tymshare
Tymshare was an influential American time-sharing and computer services company active in the 1960s–1980s that helped pioneer remote computing and software services for businesses.
-
C.
Habana Labs
Habana Labs is an Israeli-based company specializing in artificial intelligence accelerators and deep learning processors for data centers.
-
D.
Continuous Diagnostics and Mitigation tools
Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
-
E.
Element AI
Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
- 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 Security Triple: [Cisco Systems, hasSubsidiary, Duo Security]
Generated description
Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duo Security Target entity description: Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
-
A.
Xoom Corporation
Xoom Corporation is a digital money transfer service that enables individuals to send funds, pay bills, and reload mobile phones internationally, and operates as a subsidiary of PayPal.
-
B.
Tymshare
Tymshare was an influential American time-sharing and computer services company active in the 1960s–1980s that helped pioneer remote computing and software services for businesses.
-
C.
Habana Labs
Habana Labs is an Israeli-based company specializing in artificial intelligence accelerators and deep learning processors for data centers.
-
D.
Continuous Diagnostics and Mitigation tools
Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
-
E.
Element AI
Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d7428dc8190ae12b12a21fcc6cb |
completed | Feb. 28, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a383773dc481908aeb9eaa09f8467f |
completed | March 1, 2026, 12:08 a.m. |
| NEDg | Description generation | batch_69a383fa4f648190b859e0ae0a997f10 |
completed | March 1, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a384a01f1c8190bca17608d97413c2 |
completed | March 1, 2026, 12:13 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.