Triple
T18343481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Kirsch |
E439469
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
M10 Networks
M10 Networks is a technology company focused on developing digital money and real-time payment infrastructure for financial institutions and central banks.
|
E1320344
|
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: M10 Networks | Statement: [Steve Kirsch, founded, M10 Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M10 Networks Context triple: [Steve Kirsch, founded, M10 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.
10 Network Holdings
10 Network Holdings is a media company that owns and operates the 10 Play streaming platform associated with Australia’s Network 10 television brand.
-
C.
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.
-
D.
Tesira
Tesira is Biamp Systems’ networked audio and video platform known for scalable, DSP-based solutions in professional AV installations.
-
E.
Barracuda Networks
Barracuda Networks is a cybersecurity and data protection company known for providing email security, network security, and backup solutions for businesses.
- 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: M10 Networks Triple: [Steve Kirsch, founded, M10 Networks]
Generated description
M10 Networks is a technology company focused on developing digital money and real-time payment infrastructure for financial institutions and central banks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M10 Networks Target entity description: M10 Networks is a technology company focused on developing digital money and real-time payment infrastructure for financial institutions and central banks.
-
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.
10 Network Holdings
10 Network Holdings is a media company that owns and operates the 10 Play streaming platform associated with Australia’s Network 10 television brand.
-
C.
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.
-
D.
Tesira
Tesira is Biamp Systems’ networked audio and video platform known for scalable, DSP-based solutions in professional AV installations.
-
E.
Barracuda Networks
Barracuda Networks is a cybersecurity and data protection company known for providing email security, network security, and backup solutions for businesses.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e514f188e081909cdbce61a21b9591 |
completed | April 19, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03cc245d008190838015a5129f232f |
completed | May 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_6a03d05679f4819096ecee9c2a19ad26 |
completed | May 13, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d0cd1a688190ba67d1601e4fea79 |
completed | May 13, 2026, 1:15 a.m. |
Created at: April 10, 2026, 10:37 a.m.