Triple
T16653448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lauffen am Neckar |
E404663
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Lauffen (Neckar) station
Lauffen (Neckar) station is a regional railway station in the town of Lauffen am Neckar in Baden-Württemberg, Germany, serving local and commuter rail services.
|
E1225820
|
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: Lauffen (Neckar) station | Statement: [Lauffen am Neckar, hasRailwayStation, Lauffen (Neckar) station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lauffen (Neckar) station Context triple: [Lauffen am Neckar, hasRailwayStation, Lauffen (Neckar) station]
-
A.
Marbach am Neckar station
Marbach am Neckar station is a regional railway station in the town of Marbach am Neckar in Baden-Württemberg, Germany, serving local commuter and regional train services.
-
B.
Neckarsulm station
Neckarsulm station is a regional railway station in the town of Neckarsulm in Baden-Württemberg, Germany, serving as a local transport hub on the Franconia Railway.
-
C.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
-
D.
Feuchtwangen station
Feuchtwangen station is a regional railway station in the town of Feuchtwangen in Bavaria, Germany, serving local passenger rail services.
-
E.
Esslingen (Neckar) station
Esslingen (Neckar) station is a railway station in the town of Esslingen am Neckar in Baden-Württemberg, Germany, serving regional and S-Bahn commuter rail services on the Stuttgart–Ulm line.
- 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: Lauffen (Neckar) station Triple: [Lauffen am Neckar, hasRailwayStation, Lauffen (Neckar) station]
Generated description
Lauffen (Neckar) station is a regional railway station in the town of Lauffen am Neckar in Baden-Württemberg, Germany, serving local and commuter rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lauffen (Neckar) station Target entity description: Lauffen (Neckar) station is a regional railway station in the town of Lauffen am Neckar in Baden-Württemberg, Germany, serving local and commuter rail services.
-
A.
Marbach am Neckar station
Marbach am Neckar station is a regional railway station in the town of Marbach am Neckar in Baden-Württemberg, Germany, serving local commuter and regional train services.
-
B.
Neckarsulm station
Neckarsulm station is a regional railway station in the town of Neckarsulm in Baden-Württemberg, Germany, serving as a local transport hub on the Franconia Railway.
-
C.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
-
D.
Feuchtwangen station
Feuchtwangen station is a regional railway station in the town of Feuchtwangen in Bavaria, Germany, serving local passenger rail services.
-
E.
Esslingen (Neckar) station
Esslingen (Neckar) station is a railway station in the town of Esslingen am Neckar in Baden-Württemberg, Germany, serving regional and S-Bahn commuter rail services on the Stuttgart–Ulm line.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bf861348190b2b0b5574d4ddb4f |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084c6bf8c81909b376875ae038e3f |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a008558218c8190b0e72356ae52afd2 |
completed | May 10, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008624706881909e9a265a37eeb3fc |
completed | May 10, 2026, 1:20 p.m. |
Created at: April 10, 2026, 5:18 a.m.