Triple

T6418187
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 31-series E127880 entity
Predicate relatedTo P37 FINISHED
Object 3GPP TS 21-series
The 3GPP TS 21-series is a set of technical specifications that provide overall system architecture, principles, and service-level descriptions for 3G and 4G mobile telecommunications standards.
 E594646 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: 3GPP TS 21-series | Statement: [3GPP TS 31-series, relatedTo, 3GPP TS 21-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 21-series
Context triple: [3GPP TS 31-series, relatedTo, 3GPP TS 21-series]
  • A. 3GPP TS 23-series
    The 3GPP TS 23-series is a set of core network and system architecture specifications that define the overall framework and principles for mobile telecommunications systems such as 3G, 4G, and 5G.
  • B. 3GPP TS 29-series
    The 3GPP TS 29-series is a collection of technical specifications that define core network interfaces and protocols within 3GPP mobile communication systems.
  • C. 3GPP TS 31-series
    The 3GPP TS 31-series is a set of technical specifications that define the interface, protocols, and application toolkit behavior for UICC/SIM/USIM cards in mobile communication systems.
  • D. 3GPP TS 24-series
    The 3GPP TS 24-series is a collection of core network and service-level technical specifications that define signaling, call control, and IP multimedia procedures for mobile telecommunications systems.
  • E. 3GPP TS 33-series
    The 3GPP TS 33-series is a set of 3GPP technical specifications that define security architectures, mechanisms, and requirements for mobile telecommunications systems across multiple generations (3G, 4G, 5G, and beyond).
  • 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: 3GPP TS 21-series
Triple: [3GPP TS 31-series, relatedTo, 3GPP TS 21-series]
Generated description
The 3GPP TS 21-series is a set of technical specifications that provide overall system architecture, principles, and service-level descriptions for 3G and 4G mobile telecommunications standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 21-series
Target entity description: The 3GPP TS 21-series is a set of technical specifications that provide overall system architecture, principles, and service-level descriptions for 3G and 4G mobile telecommunications standards.
  • A. 3GPP TS 23-series
    The 3GPP TS 23-series is a set of core network and system architecture specifications that define the overall framework and principles for mobile telecommunications systems such as 3G, 4G, and 5G.
  • B. 3GPP TS 29-series
    The 3GPP TS 29-series is a collection of technical specifications that define core network interfaces and protocols within 3GPP mobile communication systems.
  • C. 3GPP TS 31-series
    The 3GPP TS 31-series is a set of technical specifications that define the interface, protocols, and application toolkit behavior for UICC/SIM/USIM cards in mobile communication systems.
  • D. 3GPP TS 24-series
    The 3GPP TS 24-series is a collection of core network and service-level technical specifications that define signaling, call control, and IP multimedia procedures for mobile telecommunications systems.
  • E. 3GPP TS 33-series
    The 3GPP TS 33-series is a set of 3GPP technical specifications that define security architectures, mechanisms, and requirements for mobile telecommunications systems across multiple generations (3G, 4G, 5G, and beyond).
  • 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_69c0083815208190a9b299b8e0640218 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068eb6c988190b54de6182d0f490d completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bb79f74819088a6e30a9deb8616 completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64f6f9e188190a5ffa42768133f9e completed March 27, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_69c64fdfb17c81908d0876ee435fb469 completed March 27, 2026, 9:37 a.m.
Created at: March 22, 2026, 4:42 p.m.