Triple

T12943
Position Surface form Disambiguated ID Type / Status
Subject IEEE Standards Association E260 entity
Predicate develops P73 FINISHED
Object IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard
IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard defines multi‑gigabit Ethernet operation over existing twisted‑pair copper cabling, enabling 2.5 and 5 Gbit/s network speeds for applications like upgraded Wi‑Fi access points and enterprise networks.
E7399 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: IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard | Statement: [IEEE Standards Association, develops, IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard
Context triple: [IEEE Standards Association, develops, IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard]
  • A. IEEE 802.3bt 4‑pair Power over Ethernet standard
    The IEEE 802.3bt 4‑pair Power over Ethernet standard is a networking specification that enables higher power delivery over all four twisted pairs of Ethernet cabling to support more demanding devices such as pan-tilt-zoom cameras, wireless access points, and building automation systems.
  • B. IEEE 802.3af Power over Ethernet standard
    The IEEE 802.3af Power over Ethernet standard defines a method for delivering electrical power along with data over standard Ethernet cabling to devices such as IP phones, wireless access points, and network cameras.
  • C. IEEE 802.3 Ethernet standard
    The IEEE 802.3 Ethernet standard is the foundational specification that defines wired Ethernet networking technologies, including physical media, data link layer protocols, and methods for high-speed data transmission in local and metropolitan area networks.
  • D. IEEE 802.1Qbv time‑sensitive networking standard
    The IEEE 802.1Qbv time‑sensitive networking standard defines enhancements to Ethernet scheduling that enable deterministic, low-latency communication for time-critical applications such as industrial automation and automotive networks.
  • E. IEEE 802.1CM fronthaul standard
    The IEEE 802.1CM fronthaul standard is a Time-Sensitive Networking (TSN) specification that defines Ethernet-based transport requirements and profiles for carrying mobile fronthaul traffic in 4G/5G radio access 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: IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard
Triple: [IEEE Standards Association, develops, IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard]
Generated description
IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard defines multi‑gigabit Ethernet operation over existing twisted‑pair copper cabling, enabling 2.5 and 5 Gbit/s network speeds for applications like upgraded Wi‑Fi access points and enterprise networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard
Target entity description: IEEE 802.3bz 2.5G/5GBASE‑T Ethernet standard defines multi‑gigabit Ethernet operation over existing twisted‑pair copper cabling, enabling 2.5 and 5 Gbit/s network speeds for applications like upgraded Wi‑Fi access points and enterprise networks.
  • A. IEEE 802.3bt 4‑pair Power over Ethernet standard
    The IEEE 802.3bt 4‑pair Power over Ethernet standard is a networking specification that enables higher power delivery over all four twisted pairs of Ethernet cabling to support more demanding devices such as pan-tilt-zoom cameras, wireless access points, and building automation systems.
  • B. IEEE 802.3af Power over Ethernet standard
    The IEEE 802.3af Power over Ethernet standard defines a method for delivering electrical power along with data over standard Ethernet cabling to devices such as IP phones, wireless access points, and network cameras.
  • C. IEEE 802.3 Ethernet standard
    The IEEE 802.3 Ethernet standard is the foundational specification that defines wired Ethernet networking technologies, including physical media, data link layer protocols, and methods for high-speed data transmission in local and metropolitan area networks.
  • D. IEEE 802.1Qbv time‑sensitive networking standard
    The IEEE 802.1Qbv time‑sensitive networking standard defines enhancements to Ethernet scheduling that enable deterministic, low-latency communication for time-critical applications such as industrial automation and automotive networks.
  • E. IEEE 802.1CM fronthaul standard
    The IEEE 802.1CM fronthaul standard is a Time-Sensitive Networking (TSN) specification that defines Ethernet-based transport requirements and profiles for carrying mobile fronthaul traffic in 4G/5G radio access 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a240014418819090625e2fb774a2e6 completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25aadb9ac8190b35b13454e86df76 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25ba5676881908ac366ed6c0e0d1b completed Feb. 28, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69a25f907d908190a3aafe250cf58919 completed Feb. 28, 2026, 3:22 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.