Triple

T1503371
Position Surface form Disambiguated ID Type / Status
Subject Cisco IOS E33845 entity
Predicate supportsProtocol P203 FINISHED
Object MPLS
MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
E171412 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: MPLS | Statement: [Cisco IOS, supportsProtocol, MPLS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MPLS
Context triple: [Cisco IOS, supportsProtocol, MPLS]
  • A. IEEE 802.1ad
    IEEE 802.1ad is an Ethernet networking standard that extends VLAN tagging (often called Q-in-Q) to support scalable, provider-based virtual LAN services in metropolitan and carrier networks.
  • B. Q-in-Q
    Q-in-Q is a networking technique that encapsulates one VLAN tag inside another to allow service providers to transport multiple customer VLANs across their backbone.
  • C. BGP
    BGP (Border Gateway Protocol) is the primary inter-domain routing protocol used to exchange routing information and determine paths between autonomous systems on the global Internet.
  • D. BGP-4+
    BGP-4+ is an enhanced version of the Border Gateway Protocol designed to support routing for IPv6 networks.
  • E. IEEE 802.17
    IEEE 802.17 is a networking standard that defines resilient packet ring (RPR) technology for efficient, high-speed data transport in metropolitan area networks.
  • 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: MPLS
Triple: [Cisco IOS, supportsProtocol, MPLS]
Generated description
MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MPLS
Target entity description: MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
  • A. IEEE 802.1ad
    IEEE 802.1ad is an Ethernet networking standard that extends VLAN tagging (often called Q-in-Q) to support scalable, provider-based virtual LAN services in metropolitan and carrier networks.
  • B. Q-in-Q
    Q-in-Q is a networking technique that encapsulates one VLAN tag inside another to allow service providers to transport multiple customer VLANs across their backbone.
  • C. BGP
    BGP (Border Gateway Protocol) is the primary inter-domain routing protocol used to exchange routing information and determine paths between autonomous systems on the global Internet.
  • D. BGP-4+
    BGP-4+ is an enhanced version of the Border Gateway Protocol designed to support routing for IPv6 networks.
  • E. IEEE 802.17
    IEEE 802.17 is a networking standard that defines resilient packet ring (RPR) technology for efficient, high-speed data transport in metropolitan area networks.
  • 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_69a8872fae4c81908e7d6961e6c5fa96 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.