Triple
T21079062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Döbling |
E519311
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Heiligenstadt railway station
Heiligenstadt railway station is a major public transport hub in Vienna, Austria, serving as a key terminus and interchange for regional trains, the U4 metro line, and multiple bus and tram routes.
|
E1464658
|
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: Heiligenstadt railway station | Statement: [Döbling, hasTransport, Heiligenstadt railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heiligenstadt railway station Context triple: [Döbling, hasTransport, Heiligenstadt railway station]
-
A.
Emmerich station
Emmerich station is a railway station in the German town of Emmerich am Rhein that serves as a regional and cross-border transport hub near the Dutch border.
-
B.
Ziegelstein station
Ziegelstein station is a stop on the Nuremberg U-Bahn network serving the Ziegelstein district in Nuremberg, Germany.
-
C.
Pöstlingberg station
Pöstlingberg station is the upper terminus of the historic Pöstlingbergbahn mountain tramway in Linz, Austria, serving visitors to the Pöstlingberg hill and its attractions.
-
D.
Kieferngarten station
Kieferngarten station is a Munich U-Bahn station on the northern section of the network, serving as a stop on the line that connects the city center with the Allianz Arena area.
-
E.
Nordostbahnhof station
Nordostbahnhof station is an underground Nuremberg U-Bahn stop in the city’s northeast, serving the Nordostbahnhof area on line U2.
- 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: Heiligenstadt railway station Triple: [Döbling, hasTransport, Heiligenstadt railway station]
Generated description
Heiligenstadt railway station is a major public transport hub in Vienna, Austria, serving as a key terminus and interchange for regional trains, the U4 metro line, and multiple bus and tram routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heiligenstadt railway station Target entity description: Heiligenstadt railway station is a major public transport hub in Vienna, Austria, serving as a key terminus and interchange for regional trains, the U4 metro line, and multiple bus and tram routes.
-
A.
Emmerich station
Emmerich station is a railway station in the German town of Emmerich am Rhein that serves as a regional and cross-border transport hub near the Dutch border.
-
B.
Ziegelstein station
Ziegelstein station is a stop on the Nuremberg U-Bahn network serving the Ziegelstein district in Nuremberg, Germany.
-
C.
Pöstlingberg station
Pöstlingberg station is the upper terminus of the historic Pöstlingbergbahn mountain tramway in Linz, Austria, serving visitors to the Pöstlingberg hill and its attractions.
-
D.
Kieferngarten station
Kieferngarten station is a Munich U-Bahn station on the northern section of the network, serving as a stop on the line that connects the city center with the Allianz Arena area.
-
E.
Nordostbahnhof station
Nordostbahnhof station is an underground Nuremberg U-Bahn stop in the city’s northeast, serving the Nordostbahnhof area on line U2.
- 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_69e0b506e59c8190849b71ed07929215 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e702d939e08190a37d7b7cc1872ad5 |
completed | April 21, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09507a4a048190beda6f1af1b5eb67 |
completed | May 17, 2026, 5:22 a.m. |
| NEDg | Description generation | batch_6a0951a8c31c8190b77554fa0c8a0d80 |
completed | May 17, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09526fc3c4819098fcdfa105b840bd |
completed | May 17, 2026, 5:30 a.m. |
Created at: April 16, 2026, 2:49 p.m.