Triple
T23349045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TS 41-series |
E591954
|
entity |
| Predicate | belongsTo |
P35
|
FINISHED |
| Object |
3GPP TS family
The 3GPP TS family is the collection of technical specifications developed by the 3rd Generation Partnership Project that define mobile telecommunications standards across multiple generations of cellular networks.
|
E1582054
|
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 family | Statement: [TS 41-series, belongsTo, 3GPP TS family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS family Context triple: [TS 41-series, belongsTo, 3GPP TS family]
-
A.
3GPP TS 36-series
The 3GPP TS 36-series is a collection of technical specifications that define the LTE (4G) radio access network, including its physical layer, protocols, and procedures.
-
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
3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
-
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 32-series
3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile 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 family Triple: [TS 41-series, belongsTo, 3GPP TS family]
Generated description
The 3GPP TS family is the collection of technical specifications developed by the 3rd Generation Partnership Project that define mobile telecommunications standards across multiple generations of cellular networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS family Target entity description: The 3GPP TS family is the collection of technical specifications developed by the 3rd Generation Partnership Project that define mobile telecommunications standards across multiple generations of cellular networks.
-
A.
3GPP TS 36-series
The 3GPP TS 36-series is a collection of technical specifications that define the LTE (4G) radio access network, including its physical layer, protocols, and procedures.
-
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
3GPP is an international standards organization that develops technical specifications for mobile telecommunications technologies, including 3G, 4G LTE, and 5G.
-
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 32-series
3GPP TS 32-series is a set of technical specifications defining telecommunications management and operations for 3GPP mobile 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f199cb2a3c8190a5c0c8d8735256c7 |
completed | April 29, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cba927481908194b998075d522d |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c52f9ecc48190a8d5ae67566ea6ed |
completed | May 19, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c536bb21481908524a8ffe3084ebb |
completed | May 19, 2026, 12:11 p.m. |
Created at: April 17, 2026, 5:19 p.m.