Triple
T1077702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 3GPP CT |
E23874
|
entity |
| Predicate | usesSpecificationSeries |
P5374
|
FINISHED |
| Object |
3GPP TS 32-series
3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile networks.
|
E129978
|
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-series | Statement: [3GPP CT, usesSpecificationSeries, 3GPP TS 32-series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 32-series Context triple: [3GPP CT, usesSpecificationSeries, 3GPP TS 32-series]
-
A.
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.
-
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 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 Release 12
3GPP Release 12 is a major standards update for mobile networks that introduced advanced LTE enhancements such as improved carrier aggregation, small cell support, and features enabling higher capacity and better user experience.
-
E.
3GPP Release 11
3GPP Release 11 is a standardized set of enhancements to LTE that introduced advanced features such as improved carrier aggregation, coordinated multipoint (CoMP), and better support for heterogeneous networks to boost capacity and performance.
- 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-series Triple: [3GPP CT, usesSpecificationSeries, 3GPP TS 32-series]
Generated description
3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 32-series Target entity description: 3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile networks.
-
A.
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.
-
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 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 Release 12
3GPP Release 12 is a major standards update for mobile networks that introduced advanced LTE enhancements such as improved carrier aggregation, small cell support, and features enabling higher capacity and better user experience.
-
E.
3GPP Release 11
3GPP Release 11 is a standardized set of enhancements to LTE that introduced advanced features such as improved carrier aggregation, coordinated multipoint (CoMP), and better support for heterogeneous networks to boost capacity and performance.
- 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bb74b0908190be51a7141e661d3e |
completed | March 1, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac599e543c8190bbb0558379d8d9d5 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a1fd5448190a72354c1017dfcf4 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5a76e99c8190be49b80e31088693 |
completed | March 7, 2026, 5:03 p.m. |
Created at: March 1, 2026, 7:42 p.m.