Triple

T3421217
Position Surface form Disambiguated ID Type / Status
Subject eSIM E72118 entity
Predicate conformsTo P3994 FINISHED
Object GSMA Remote SIM Provisioning specifications
The GSMA Remote SIM Provisioning specifications are industry standards that define how embedded SIMs (eSIMs) are securely downloaded, managed, and switched between mobile network operators over the air.
E356773 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: GSMA Remote SIM Provisioning specifications | Statement: [eSIM, conformsTo, GSMA Remote SIM Provisioning specifications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GSMA Remote SIM Provisioning specifications
Context triple: [eSIM, conformsTo, GSMA Remote SIM Provisioning specifications]
  • A. eSIM
    eSIM is an embedded, programmable SIM technology built into devices that lets users activate and switch mobile carriers digitally without needing a physical SIM card.
  • B. 3GPP
    3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
  • C. 3GPP SA
    3GPP SA (Service and System Aspects) is the working group within the 3rd Generation Partnership Project responsible for overall system architecture, service requirements, and cross-domain coordination for mobile communication standards.
  • D. 3GPP CT1
    3GPP CT1 is a working subgroup within the 3GPP Core Network and Terminals (CT) group responsible for specifying user equipment–core network signaling protocols and related aspects of mobile telecommunications standards.
  • E. 3GPP CT6
    3GPP CT6 is a working subgroup within the 3GPP Core Network and Terminals (CT) group responsible for specifying protocols and codecs for multimedia telephony and related services.
  • 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: GSMA Remote SIM Provisioning specifications
Triple: [eSIM, conformsTo, GSMA Remote SIM Provisioning specifications]
Generated description
The GSMA Remote SIM Provisioning specifications are industry standards that define how embedded SIMs (eSIMs) are securely downloaded, managed, and switched between mobile network operators over the air.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GSMA Remote SIM Provisioning specifications
Target entity description: The GSMA Remote SIM Provisioning specifications are industry standards that define how embedded SIMs (eSIMs) are securely downloaded, managed, and switched between mobile network operators over the air.
  • A. eSIM
    eSIM is an embedded, programmable SIM technology built into devices that lets users activate and switch mobile carriers digitally without needing a physical SIM card.
  • B. 3GPP
    3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
  • C. 3GPP SA
    3GPP SA (Service and System Aspects) is the working group within the 3rd Generation Partnership Project responsible for overall system architecture, service requirements, and cross-domain coordination for mobile communication standards.
  • D. 3GPP CT1
    3GPP CT1 is a working subgroup within the 3GPP Core Network and Terminals (CT) group responsible for specifying user equipment–core network signaling protocols and related aspects of mobile telecommunications standards.
  • E. 3GPP CT6
    3GPP CT6 is a working subgroup within the 3GPP Core Network and Terminals (CT) group responsible for specifying protocols and codecs for multimedia telephony and related services.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb950f65481908c4aad15516e7a7c completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35472881c8190baf90b91daa924ec completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35585fbd08190966c1263c165daa9 completed March 13, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69b3566da174819086160cd254e0a443 completed March 13, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:15 p.m.