Triple
T10826824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Osmocom project |
E255516
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
OsmoGGSN
OsmoGGSN is an open-source GPRS Gateway Support Node implementation from the Osmocom project used to provide packet data connectivity in mobile networks.
|
E886819
|
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: OsmoGGSN | Statement: [Osmocom project, develops, OsmoGGSN]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OsmoGGSN Context triple: [Osmocom project, develops, OsmoGGSN]
-
A.
osmo-sgsn
osmo-sgsn is an open-source Serving GPRS Support Node implementation used in mobile networks, developed as part of the Osmocom project.
-
B.
Serving GPRS Support Node
The Serving GPRS Support Node (SGSN) is a core network component in 2G/3G mobile systems responsible for delivering data packets to and from mobile devices and managing their mobility and session states.
-
C.
osmo-bts
osmo-bts is an open-source software implementation of a GSM base transceiver station, widely used in mobile network research, development, and testing.
-
D.
Gateway Mobile Switching Centre
The Gateway Mobile Switching Centre (GMSC) is a key GSM network component that routes calls between mobile networks and external networks such as the public switched telephone network (PSTN).
-
E.
OsmocomBB
OsmocomBB is an open-source GSM baseband software project that replaces proprietary firmware on mobile phones to enable research, experimentation, and security analysis of cellular 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: OsmoGGSN Triple: [Osmocom project, develops, OsmoGGSN]
Generated description
OsmoGGSN is an open-source GPRS Gateway Support Node implementation from the Osmocom project used to provide packet data connectivity in mobile networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OsmoGGSN Target entity description: OsmoGGSN is an open-source GPRS Gateway Support Node implementation from the Osmocom project used to provide packet data connectivity in mobile networks.
-
A.
osmo-sgsn
osmo-sgsn is an open-source Serving GPRS Support Node implementation used in mobile networks, developed as part of the Osmocom project.
-
B.
Serving GPRS Support Node
The Serving GPRS Support Node (SGSN) is a core network component in 2G/3G mobile systems responsible for delivering data packets to and from mobile devices and managing their mobility and session states.
-
C.
osmo-bts
osmo-bts is an open-source software implementation of a GSM base transceiver station, widely used in mobile network research, development, and testing.
-
D.
Gateway Mobile Switching Centre
The Gateway Mobile Switching Centre (GMSC) is a key GSM network component that routes calls between mobile networks and external networks such as the public switched telephone network (PSTN).
-
E.
OsmocomBB
OsmocomBB is an open-source GSM baseband software project that replaces proprietary firmware on mobile phones to enable research, experimentation, and security analysis of cellular 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d1c24881909f56d56207cccbef |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8592d8f08190ac577395ad7cc557 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8956d9f081909d076c5e413c1f74 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8e80fe80819088ac76bb5abc58f0 |
completed | April 14, 2026, 6:59 p.m. |
Created at: April 8, 2026, 9:19 p.m.