Triple

T5848907
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32-series E129978 entity
Predicate relatedTo P37 FINISHED
Object 3GPP TS 52-series
3GPP TS 52-series is a set of technical specifications from the 3rd Generation Partnership Project that define aspects of GSM/UMTS radio access and related network interfaces.
 E552037 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 52-series | Statement: [3GPP TS 32-series, relatedTo, 3GPP TS 52-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 52-series
Context triple: [3GPP TS 32-series, relatedTo, 3GPP TS 52-series]
  • A. 3GPP TS 32-series
    3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile networks.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 52-series
Triple: [3GPP TS 32-series, relatedTo, 3GPP TS 52-series]
Generated description
3GPP TS 52-series is a set of technical specifications from the 3rd Generation Partnership Project that define aspects of GSM/UMTS radio access and related network interfaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 52-series
Target entity description: 3GPP TS 52-series is a set of technical specifications from the 3rd Generation Partnership Project that define aspects of GSM/UMTS radio access and related network interfaces.
  • A. 3GPP TS 32-series
    3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile networks.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035145a0c8190941945a83a3f2416 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1b052288190ace51e65f1d888ab completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a5ab04e481909dca08da3e851088 completed March 23, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0a63aca6c8190bd33b063c8285e34 completed March 23, 2026, 2:32 a.m.
Created at: March 22, 2026, 3:55 p.m.