Triple

T7452371

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cisco Catalyst switches	`E172036`	entity
Predicate	supports	`P516`	FINISHED
Object	StackWise technology (on some models) StackWise technology (on some models) is Cisco’s switch-stacking feature that lets multiple Catalyst switches operate as a single, unified, high-availability switching system.	`E665678`	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: StackWise technology (on some models) | Statement: [Cisco Catalyst switches, supports, StackWise technology (on some models)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: StackWise technology (on some models)
Context triple: [Cisco Catalyst switches, supports, StackWise technology (on some models)]

A. StaR technology
StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
B. V.A.S.T. (Variable Architecture Synthesis Technology)
V.A.S.T. (Variable Architecture Synthesis Technology) is a highly flexible digital synthesis system that allows complex, modular signal-processing architectures to be configured for each voice in Kurzweil’s synthesizers.
C. Efficeon
Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
D. Megaserver technology
Megaserver technology is an online game server architecture that seamlessly hosts all players in a single shared world instance rather than splitting them across multiple traditional servers.
E. Trilogy Systems
Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
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: StackWise technology (on some models)
Triple: [Cisco Catalyst switches, supports, StackWise technology (on some models)]

Generated description

StackWise technology (on some models) is Cisco’s switch-stacking feature that lets multiple Catalyst switches operate as a single, unified, high-availability switching system.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: StackWise technology (on some models)
Target entity description: StackWise technology (on some models) is Cisco’s switch-stacking feature that lets multiple Catalyst switches operate as a single, unified, high-availability switching system.

A. StaR technology
StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
B. V.A.S.T. (Variable Architecture Synthesis Technology)
V.A.S.T. (Variable Architecture Synthesis Technology) is a highly flexible digital synthesis system that allows complex, modular signal-processing architectures to be configured for each voice in Kurzweil’s synthesizers.
C. Efficeon
Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
D. Megaserver technology
Megaserver technology is an online game server architecture that seamlessly hosts all players in a single shared world instance rather than splitting them across multiple traditional servers.
E. Trilogy Systems
Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
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_69c68a66554c8190add75c65942c0317`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f38d6a8c8190af2e73c719da87a6`	completed	March 27, 2026, 9:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c827b9a6048190bd3e3594b9cff2b7`	completed	March 28, 2026, 7:10 p.m.
NEDg	Description generation	`batch_69c828e1487081908de825d60ea38c9e`	completed	March 28, 2026, 7:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69c829d8a15c8190911e0d7bda39c280`	completed	March 28, 2026, 7:19 p.m.

Created at: March 27, 2026, 3:14 p.m.