Triple
T23042182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TS 27-series |
E573765
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
3GPP TS 27.038
3GPP TS 27.038 is a technical specification defining aspects of terminal–network signaling and data communication behavior within the 3GPP TS 27-series.
|
E1569597
|
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 27.038 | Statement: [TS 27-series, includes, 3GPP TS 27.038]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 27.038 Context triple: [TS 27-series, includes, 3GPP TS 27.038]
-
A.
3GPP TS 23.038
3GPP TS 23.038 is a technical specification that defines the character sets and encoding schemes used for text messaging and related services in GSM and UMTS mobile networks.
-
B.
3GPP TS 27.003
3GPP TS 27.003 is a technical specification that defines core aspects of terminal–network signaling and interface behavior in GSM/UMTS/LTE mobile communication systems.
-
C.
3GPP TS 27.018
3GPP TS 27.018 is a technical specification defining aspects of terminal–network communication behavior within the 3GPP TS 27-series for mobile telecommunications systems.
-
D.
3GPP TS 28.300
3GPP TS 28.300 is a technical specification that defines the architecture and principles for telecommunications management within 3GPP mobile networks.
-
E.
3GPP TS 22.278
3GPP TS 22.278 is a technical specification that defines service requirements and features for machine-type communications (MTC) within 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 27.038 Triple: [TS 27-series, includes, 3GPP TS 27.038]
Generated description
3GPP TS 27.038 is a technical specification defining aspects of terminal–network signaling and data communication behavior within the 3GPP TS 27-series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 3GPP TS 27.038 Target entity description: 3GPP TS 27.038 is a technical specification defining aspects of terminal–network signaling and data communication behavior within the 3GPP TS 27-series.
-
A.
3GPP TS 23.038
3GPP TS 23.038 is a technical specification that defines the character sets and encoding schemes used for text messaging and related services in GSM and UMTS mobile networks.
-
B.
3GPP TS 27.003
3GPP TS 27.003 is a technical specification that defines core aspects of terminal–network signaling and interface behavior in GSM/UMTS/LTE mobile communication systems.
-
C.
3GPP TS 27.018
chosen
3GPP TS 27.018 is a technical specification defining aspects of terminal–network communication behavior within the 3GPP TS 27-series for mobile telecommunications systems.
-
D.
3GPP TS 28.300
3GPP TS 28.300 is a technical specification that defines the architecture and principles for telecommunications management within 3GPP mobile networks.
-
E.
3GPP TS 22.278
3GPP TS 22.278 is a technical specification that defines service requirements and features for machine-type communications (MTC) within mobile communication systems.
- F. None of above.
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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18516417081908bf747b20de23a75 |
completed | April 29, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30782ab48190aada4853147ffea8 |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c3220899c819089eef60e966747bd |
completed | May 19, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c32ece3148190a22881d69c42e948 |
completed | May 19, 2026, 9:52 a.m. |
Created at: April 17, 2026, 3:54 p.m.