Triple

T3063207
Position Surface form Disambiguated ID Type / Status
Subject Altstadt (Frankfurt am Main) E62043 entity
Predicate borderedBy P224 FINISHED
Object Bahnhofsviertel (Frankfurt am Main)
Bahnhofsviertel (Frankfurt am Main) is a central Frankfurt district known for its dense mix of offices, nightlife, red-light area, diverse immigrant culture, and proximity to the city’s main railway station.
 E323275 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: Bahnhofsviertel (Frankfurt am Main) | Statement: [Altstadt (Frankfurt am Main), borderedBy, Bahnhofsviertel (Frankfurt am Main)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bahnhofsviertel (Frankfurt am Main)
Context triple: [Altstadt (Frankfurt am Main), borderedBy, Bahnhofsviertel (Frankfurt am Main)]
  • A. Altstadt (Frankfurt am Main)
    Altstadt (Frankfurt am Main) is the historic old town district of Frankfurt, Germany, known for its reconstructed medieval streets, traditional architecture, and major cultural landmarks.
  • B. Frankfurt Südbahnhof
    Frankfurt Südbahnhof is a major railway and S-Bahn station in Frankfurt am Main that serves as an important southern transport hub for both regional and local connections.
  • C. Bockenheim
    Bockenheim is a lively urban district of Frankfurt am Main known for its mix of residential areas, shops, and university facilities.
  • D. Frankfurt Taunusanlage station
    Frankfurt Taunusanlage station is an underground S-Bahn station in central Frankfurt am Main, serving the financial district and providing key regional rail connections.
  • E. Frankfurt Eschenheimer Tor station
    Frankfurt Eschenheimer Tor station is an underground rapid transit station in central Frankfurt am Main, Germany, serving several U-Bahn lines near the historic Eschenheimer Tor.
  • 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: Bahnhofsviertel (Frankfurt am Main)
Triple: [Altstadt (Frankfurt am Main), borderedBy, Bahnhofsviertel (Frankfurt am Main)]
Generated description
Bahnhofsviertel (Frankfurt am Main) is a central Frankfurt district known for its dense mix of offices, nightlife, red-light area, diverse immigrant culture, and proximity to the city’s main railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bahnhofsviertel (Frankfurt am Main)
Target entity description: Bahnhofsviertel (Frankfurt am Main) is a central Frankfurt district known for its dense mix of offices, nightlife, red-light area, diverse immigrant culture, and proximity to the city’s main railway station.
  • A. Altstadt (Frankfurt am Main)
    Altstadt (Frankfurt am Main) is the historic old town district of Frankfurt, Germany, known for its reconstructed medieval streets, traditional architecture, and major cultural landmarks.
  • B. Frankfurt Südbahnhof
    Frankfurt Südbahnhof is a major railway and S-Bahn station in Frankfurt am Main that serves as an important southern transport hub for both regional and local connections.
  • C. Bockenheim
    Bockenheim is a lively urban district of Frankfurt am Main known for its mix of residential areas, shops, and university facilities.
  • D. Frankfurt Taunusanlage station
    Frankfurt Taunusanlage station is an underground S-Bahn station in central Frankfurt am Main, serving the financial district and providing key regional rail connections.
  • E. Frankfurt Eschenheimer Tor station
    Frankfurt Eschenheimer Tor station is an underground rapid transit station in central Frankfurt am Main, Germany, serving several U-Bahn lines near the historic Eschenheimer Tor.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9ea088fc819090b9d5bbcb268671 completed March 8, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef118cb48190a1f666ead7c19a12 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f1291670819083866bd4950d4124 completed March 11, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b1f1990be08190bfa83c08323c5d40 completed March 11, 2026, 10:50 p.m.
Created at: March 8, 2026, 3:02 p.m.