Triple
T20399840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hewlett Packard Enterprise |
E500301
|
entity |
| Predicate | acquired |
P2511
|
FINISHED |
| Object |
Aruba Networks
Aruba Networks is a networking company best known for its enterprise-grade wireless LAN and edge networking solutions, now operating as a subsidiary of Hewlett Packard Enterprise.
|
E1428146
|
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: Aruba Networks | Statement: [Hewlett Packard Enterprise, acquired, Aruba Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aruba Networks Context triple: [Hewlett Packard Enterprise, acquired, Aruba Networks]
-
A.
Ubiquiti Networks
Ubiquiti Networks is a technology company that designs and manufactures networking and wireless communication products for service providers and enterprises worldwide.
-
B.
Rincon Networks
Rincon Networks was the original name of Sonos, the American company known for its wireless home audio products and multi-room sound systems.
-
C.
Arista Networks
Arista Networks is a cloud networking company known for its high-performance data center switches and software-driven network solutions.
-
D.
Barracuda Networks
Barracuda Networks is a cybersecurity and data protection company known for providing email security, network security, and backup solutions for businesses.
-
E.
Juniper Networks
Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
- 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: Aruba Networks Triple: [Hewlett Packard Enterprise, acquired, Aruba Networks]
Generated description
Aruba Networks is a networking company best known for its enterprise-grade wireless LAN and edge networking solutions, now operating as a subsidiary of Hewlett Packard Enterprise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aruba Networks Target entity description: Aruba Networks is a networking company best known for its enterprise-grade wireless LAN and edge networking solutions, now operating as a subsidiary of Hewlett Packard Enterprise.
-
A.
Ubiquiti Networks
Ubiquiti Networks is a technology company that designs and manufactures networking and wireless communication products for service providers and enterprises worldwide.
-
B.
Rincon Networks
Rincon Networks was the original name of Sonos, the American company known for its wireless home audio products and multi-room sound systems.
-
C.
Arista Networks
Arista Networks is a cloud networking company known for its high-performance data center switches and software-driven network solutions.
-
D.
Barracuda Networks
Barracuda Networks is a cybersecurity and data protection company known for providing email security, network security, and backup solutions for businesses.
-
E.
Juniper Networks
Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
- 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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6798db79c819085e3a2526538726f |
completed | April 20, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08762bd7e881909ceddb1b3c26a914 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a0877b7ed888190bccc1ba665528aca |
completed | May 16, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a087834ea1c8190b1b94c70a807668a |
completed | May 16, 2026, 1:59 p.m. |
Created at: April 16, 2026, 11:29 a.m.