Triple

T2434545
Position Surface form Disambiguated ID Type / Status
Subject Chemnitz public transport network E52924 entity
Predicate shortName P43 FINISHED
Object CVAG network
The CVAG network is the public transportation system serving Chemnitz, Germany, operated by Chemnitzer Verkehrs-Aktiengesellschaft and encompassing the city’s tram and bus services.
E266457 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: CVAG network | Statement: [Chemnitz public transport network, shortName, CVAG network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CVAG network
Context triple: [Chemnitz public transport network, shortName, CVAG network]
  • A. Canvas Network
    Canvas Network is an online learning platform that hosts and delivers massive open online courses (MOOCs) from universities and institutions worldwide.
  • B. CAG
    CAG is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk missions worldwide.
  • C. CAG
    CAG is India’s supreme constitutional authority responsible for auditing government revenues and expenditures to ensure accountability and transparency in public financial management.
  • D. CNI
    CNI is the stock ticker symbol for Canadian National Railway, a major North American freight railway company listed on the New York Stock Exchange and Toronto Stock Exchange.
  • E. The National Network
    The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount 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: CVAG network
Triple: [Chemnitz public transport network, shortName, CVAG network]
Generated description
The CVAG network is the public transportation system serving Chemnitz, Germany, operated by Chemnitzer Verkehrs-Aktiengesellschaft and encompassing the city’s tram and bus services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CVAG network
Target entity description: The CVAG network is the public transportation system serving Chemnitz, Germany, operated by Chemnitzer Verkehrs-Aktiengesellschaft and encompassing the city’s tram and bus services.
  • A. Vives Network
    Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
  • B. Canvas Network
    Canvas Network is an online learning platform that hosts and delivers massive open online courses (MOOCs) from universities and institutions worldwide.
  • C. CAG
    CAG is India’s supreme constitutional authority responsible for auditing government revenues and expenditures to ensure accountability and transparency in public financial management.
  • D. CAG
    CAG is an elite, highly secretive U.S. Army special operations unit specializing in counterterrorism, hostage rescue, and high-risk missions worldwide.
  • E. CNI
    CNI is the stock ticker symbol for Canadian National Railway, a major North American freight railway company listed on the New York Stock Exchange and Toronto Stock Exchange.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9cbfcb081909238e3942e59ba37 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec7eb422c8190a568a8e1e98cbca8 completed March 9, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69aecc1438588190a87c15cbfe48ba7f completed March 9, 2026, 1:33 p.m.
Created at: March 6, 2026, 9:43 p.m.