Triple
T5848895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 3GPP TS 32-series |
E129978
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
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.
|
E552034
|
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 32.101 | Statement: [3GPP TS 32-series, includes, 3GPP TS 32.101]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 32.101 Context triple: [3GPP TS 32-series, includes, 3GPP TS 32.101]
-
A.
3GPP TS 24.010
3GPP TS 24.010 is a technical specification that defines core signalling procedures and protocol aspects for circuit-switched services in 3G and GSM mobile networks.
-
B.
3GPP TS 33.401
3GPP TS 33.401 is a technical specification that defines the security architecture and procedures for LTE/Evolved Packet System networks.
-
C.
3GPP TS 24.301
3GPP TS 24.301 is a technical specification that defines the non-access stratum (NAS) signaling procedures and protocols for LTE/Evolved Packet System mobile networks.
-
D.
3GPP TS 29.510
3GPP TS 29.510 is a 3rd Generation Partnership Project technical specification that defines the service-based interface and procedures for the Network Repository Function (NRF) within 5G core networks.
-
E.
3GPP TS 24.501
3GPP TS 24.501 is a technical specification that defines the Non-Access Stratum (NAS) protocol for 5G system procedures, including registration, session management, and mobility management between user equipment and the core network.
- 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 32.101 Triple: [3GPP TS 32-series, includes, 3GPP TS 32.101]
Generated description
3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 32.101 Target entity description: 3GPP TS 32.101 is a technical specification that defines the principles and high-level requirements for telecommunications management within 3GPP mobile networks.
-
A.
3GPP TS 24.010
3GPP TS 24.010 is a technical specification that defines core signalling procedures and protocol aspects for circuit-switched services in 3G and GSM mobile networks.
-
B.
3GPP TS 33.401
3GPP TS 33.401 is a technical specification that defines the security architecture and procedures for LTE/Evolved Packet System networks.
-
C.
3GPP TS 24.301
3GPP TS 24.301 is a technical specification that defines the non-access stratum (NAS) signaling procedures and protocols for LTE/Evolved Packet System mobile networks.
-
D.
3GPP TS 29.510
3GPP TS 29.510 is a 3rd Generation Partnership Project technical specification that defines the service-based interface and procedures for the Network Repository Function (NRF) within 5G core networks.
-
E.
3GPP TS 24.501
3GPP TS 24.501 is a technical specification that defines the Non-Access Stratum (NAS) protocol for 5G system procedures, including registration, session management, and mobility management between user equipment and the core network.
- 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.