Triple

T17583954
Position Surface form Disambiguated ID Type / Status
Subject Bromberg E428270 entity
Predicate railwayInfrastructure P848 FINISHED
Object Bromberg railway junction
Bromberg railway junction is a major rail hub in the city historically known as Bromberg (now Bydgoszcz, Poland), where multiple important railway lines intersect to facilitate regional and international train traffic.
 E1276460 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: Bromberg railway junction | Statement: [Bromberg, railwayInfrastructure, Bromberg railway junction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bromberg railway junction
Context triple: [Bromberg, railwayInfrastructure, Bromberg railway junction]
  • A. Kovel railway junction
    Kovel railway junction is a major rail transport hub in western Ukraine that connects key regional and international railway lines.
  • B. Riesa railway junction
    Riesa railway junction is a key rail interchange in Saxony, Germany, where multiple regional and long-distance railway lines intersect.
  • C. Zinnowitz station
    Zinnowitz station is a railway stop on the German island of Usedom that serves the seaside resort of Zinnowitz and is operated by the Usedomer Bäderbahn.
  • D. Lichtenrade station
    Lichtenrade station is a suburban railway stop in Berlin’s Lichtenrade district on the city’s S-Bahn network.
  • E. Kröpcke station
    Kröpcke station is a major underground public transport hub in central Hanover, Germany, serving as a key interchange point for the city’s light rail and bus 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: Bromberg railway junction
Triple: [Bromberg, railwayInfrastructure, Bromberg railway junction]
Generated description
Bromberg railway junction is a major rail hub in the city historically known as Bromberg (now Bydgoszcz, Poland), where multiple important railway lines intersect to facilitate regional and international train traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bromberg railway junction
Target entity description: Bromberg railway junction is a major rail hub in the city historically known as Bromberg (now Bydgoszcz, Poland), where multiple important railway lines intersect to facilitate regional and international train traffic.
  • A. Kovel railway junction
    Kovel railway junction is a major rail transport hub in western Ukraine that connects key regional and international railway lines.
  • B. Riesa railway junction
    Riesa railway junction is a key rail interchange in Saxony, Germany, where multiple regional and long-distance railway lines intersect.
  • C. Zinnowitz station
    Zinnowitz station is a railway stop on the German island of Usedom that serves the seaside resort of Zinnowitz and is operated by the Usedomer Bäderbahn.
  • D. Lichtenrade station
    Lichtenrade station is a suburban railway stop in Berlin’s Lichtenrade district on the city’s S-Bahn network.
  • E. Kröpcke station
    Kröpcke station is a major underground public transport hub in central Hanover, Germany, serving as a key interchange point for the city’s light rail and bus 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463d015fc8190b2dd897026d6fcb5 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf17144819089c5795fc5f0b1e7 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df69ccfc81909de6d300e1d72ad1 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01e05515d88190b343ebc1aad4a351 completed May 11, 2026, 1:57 p.m.
Created at: April 10, 2026, 5:50 a.m.