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.