Triple

T22331582
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 32.101 E552034 entity
Predicate relatedTo P37 FINISHED
Object 3GPP TS 32.106
3GPP TS 32.106 is a technical specification that defines aspects of the telecommunications management network within the 3GPP standards framework, focusing on operations, administration, and maintenance of mobile networks.
 E1531423 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 32.106 | Statement: [3GPP TS 32.101, relatedTo, 3GPP TS 32.106]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.106
Context triple: [3GPP TS 32.101, relatedTo, 3GPP TS 32.106]
  • A. 3GPP TS 32.260
    3GPP TS 32.260 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management and operations.
  • B. 3GPP TS 32.101
    3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
  • C. 3GPP TS 32.102
    3GPP TS 32.102 is a technical specification that defines the architecture and principles for telecommunications network management within the 3GPP standards framework.
  • D. 3GPP TS 29.060
    3GPP TS 29.060 is a technical specification that defines the GPRS Tunnelling Protocol (GTP) for the Gn and Gp interfaces in 3G mobile networks.
  • E. 3GPP TS 32.296
    3GPP TS 32.296 is a 3rd Generation Partnership Project technical specification that defines charging and related management procedures for telecommunications 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: 3GPP TS 32.106
Triple: [3GPP TS 32.101, relatedTo, 3GPP TS 32.106]
Generated description
3GPP TS 32.106 is a technical specification that defines aspects of the telecommunications management network within the 3GPP standards framework, focusing on operations, administration, and maintenance of mobile networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.106
Target entity description: 3GPP TS 32.106 is a technical specification that defines aspects of the telecommunications management network within the 3GPP standards framework, focusing on operations, administration, and maintenance of mobile networks.
  • A. 3GPP TS 32.260
    3GPP TS 32.260 is a technical specification within the 3GPP 32-series that defines aspects of telecommunications network management and operations.
  • B. 3GPP TS 32.101
    3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
  • C. 3GPP TS 32.102
    3GPP TS 32.102 is a technical specification that defines the architecture and principles for telecommunications network management within the 3GPP standards framework.
  • D. 3GPP TS 29.060
    3GPP TS 29.060 is a technical specification that defines the GPRS Tunnelling Protocol (GTP) for the Gn and Gp interfaces in 3G mobile networks.
  • E. 3GPP TS 32.296
    3GPP TS 32.296 is a 3rd Generation Partnership Project technical specification that defines charging and related management procedures for telecommunications 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577b555c8190ac61c026ee7dfb2b completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad526a268819084cd7df7d7de1a23 completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad992b43c8190b0e409d64db83308 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0adac48bec8190989dd7c5e28d283a completed May 18, 2026, 9:24 a.m.
Created at: April 16, 2026, 8:43 p.m.