Triple
T10826827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Osmocom project |
E255516
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
Osmocom SIMtrace
Osmocom SIMtrace is an open-source hardware and software tool that allows monitoring, tracing, and analyzing communication between a mobile phone and its SIM card.
|
E255516
|
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: Osmocom SIMtrace | Statement: [Osmocom project, develops, Osmocom SIMtrace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Osmocom SIMtrace Context triple: [Osmocom project, develops, Osmocom SIMtrace]
-
A.
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.
-
B.
Osmocom project
The Osmocom project is an open-source initiative focused on developing and reverse-engineering mobile communication infrastructure and protocols, particularly for GSM and related cellular technologies.
-
C.
USIM
USIM (Universal Subscriber Identity Module) is a smart card application used in 3G and later mobile networks to securely store subscriber credentials and enable authentication and access to network services.
-
D.
USIM
USIM is a Malaysian public university that integrates Islamic values with modern scientific and professional education.
-
E.
Openmoko GSM protocol stack
The Openmoko GSM protocol stack is an open-source implementation of the GSM mobile communication protocols, developed as part of the Openmoko project to enable fully open, hackable mobile phones.
- 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: Osmocom SIMtrace Triple: [Osmocom project, develops, Osmocom SIMtrace]
Generated description
Osmocom SIMtrace is an open-source hardware and software tool that allows monitoring, tracing, and analyzing communication between a mobile phone and its SIM card.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Osmocom SIMtrace Target entity description: Osmocom SIMtrace is an open-source hardware and software tool that allows monitoring, tracing, and analyzing communication between a mobile phone and its SIM card.
-
A.
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.
-
B.
Osmocom project
chosen
The Osmocom project is an open-source initiative focused on developing and reverse-engineering mobile communication infrastructure and protocols, particularly for GSM and related cellular technologies.
-
C.
USIM
USIM (Universal Subscriber Identity Module) is a smart card application used in 3G and later mobile networks to securely store subscriber credentials and enable authentication and access to network services.
-
D.
USIM
USIM is a Malaysian public university that integrates Islamic values with modern scientific and professional education.
-
E.
Openmoko GSM protocol stack
The Openmoko GSM protocol stack is an open-source implementation of the GSM mobile communication protocols, developed as part of the Openmoko project to enable fully open, hackable mobile phones.
- 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_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.