Triple

T5988244
Position Surface form Disambiguated ID Type / Status
Subject LTE-Advanced Pro E133280 entity
Predicate supports P516 FINISHED
Object LTE-WLAN Aggregation (LWA)
LTE-WLAN Aggregation (LWA) is a 3GPP technology that boosts mobile data performance by allowing LTE networks to offload and combine traffic with Wi‑Fi networks at the radio access level.
E560976 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: LTE-WLAN Aggregation (LWA) | Statement: [LTE-Advanced Pro, supports, LTE-WLAN Aggregation (LWA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LTE-WLAN Aggregation (LWA)
Context triple: [LTE-Advanced Pro, supports, LTE-WLAN Aggregation (LWA)]
  • A. LTE-Advanced
    LTE-Advanced is an enhanced 4G mobile communication standard that significantly improves data rates, capacity, and network efficiency over earlier LTE systems.
  • B. LTE-Advanced Pro
    LTE-Advanced Pro is an enhanced 4G mobile broadband technology that bridges LTE-Advanced and 5G by offering higher data rates, improved capacity, and advanced features such as carrier aggregation and enhanced MIMO.
  • C. IEEE 802.20
    IEEE 802.20 is a wireless broadband standard designed to support high-mobility mobile Internet access over metropolitan-scale networks.
  • D. Long Term Evolution for Machines
    Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
  • E. ANQP (Access Network Query Protocol)
    ANQP (Access Network Query Protocol) is a network protocol that allows Wi‑Fi clients to query access points for detailed information about available networks and services before associating, enabling seamless and informed network selection in systems like Hotspot 2.0.
  • 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: LTE-WLAN Aggregation (LWA)
Triple: [LTE-Advanced Pro, supports, LTE-WLAN Aggregation (LWA)]
Generated description
LTE-WLAN Aggregation (LWA) is a 3GPP technology that boosts mobile data performance by allowing LTE networks to offload and combine traffic with Wi‑Fi networks at the radio access level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LTE-WLAN Aggregation (LWA)
Target entity description: LTE-WLAN Aggregation (LWA) is a 3GPP technology that boosts mobile data performance by allowing LTE networks to offload and combine traffic with Wi‑Fi networks at the radio access level.
  • A. LTE-Advanced
    LTE-Advanced is an enhanced 4G mobile communication standard that significantly improves data rates, capacity, and network efficiency over earlier LTE systems.
  • B. LTE-Advanced Pro
    LTE-Advanced Pro is an enhanced 4G mobile broadband technology that bridges LTE-Advanced and 5G by offering higher data rates, improved capacity, and advanced features such as carrier aggregation and enhanced MIMO.
  • C. IEEE 802.20
    IEEE 802.20 is a wireless broadband standard designed to support high-mobility mobile Internet access over metropolitan-scale networks.
  • D. Long Term Evolution for Machines
    Long Term Evolution for Machines is a low-power wide-area cellular technology based on LTE, designed to provide efficient, secure, and cost-effective connectivity for Internet of Things (IoT) devices.
  • E. ANQP (Access Network Query Protocol)
    ANQP (Access Network Query Protocol) is a network protocol that allows Wi‑Fi clients to query access points for detailed information about available networks and services before associating, enabling seamless and informed network selection in systems like Hotspot 2.0.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc51d948190bacf4c40a73e91b2 completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10854969c8190b9be249f26ad2f47 completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c109bf2fb4819091915b2e10b629b8 completed March 23, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69c10a5e061c81909e8085f3210452dc completed March 23, 2026, 9:39 a.m.
Created at: March 22, 2026, 4:04 p.m.