Triple
T14887722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villingen-Schwenningen |
E359670
|
entity |
| Predicate | hasAirportNearby |
P4363
|
FINISHED |
| Object |
Black Forest Airport Villingen-Schwenningen
Black Forest Airport Villingen-Schwenningen is a small regional airfield in Germany’s Black Forest region serving general aviation and local air traffic for the city of Villingen-Schwenningen.
|
E1126148
|
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: Black Forest Airport Villingen-Schwenningen | Statement: [Villingen-Schwenningen, hasAirportNearby, Black Forest Airport Villingen-Schwenningen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Forest Airport Villingen-Schwenningen Context triple: [Villingen-Schwenningen, hasAirportNearby, Black Forest Airport Villingen-Schwenningen]
-
A.
Memmingen Airport
Memmingen Airport is a regional international airport in Bavaria, Germany, serving as a low-cost gateway to the Allgäu region and nearby cities such as Munich.
-
B.
Karlsruhe/Baden-Baden Airport
Karlsruhe/Baden-Baden Airport is a regional international airport in southwestern Germany serving the Karlsruhe and Baden-Baden area with low-cost and charter flights.
-
C.
Zweibrücken Airport
Zweibrücken Airport is a small regional airport in Rhineland-Palatinate, Germany, that primarily serves general aviation and limited commercial traffic.
-
D.
Augsburg Airport
Augsburg Airport is a regional airport in Bavaria, Germany, serving the city of Augsburg and its surrounding area with general aviation and limited commercial services.
-
E.
Stuttgart Airport
Stuttgart Airport is the international airport serving the city of Stuttgart in southwestern Germany, handling both passenger and cargo traffic for the region.
- 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: Black Forest Airport Villingen-Schwenningen Triple: [Villingen-Schwenningen, hasAirportNearby, Black Forest Airport Villingen-Schwenningen]
Generated description
Black Forest Airport Villingen-Schwenningen is a small regional airfield in Germany’s Black Forest region serving general aviation and local air traffic for the city of Villingen-Schwenningen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Forest Airport Villingen-Schwenningen Target entity description: Black Forest Airport Villingen-Schwenningen is a small regional airfield in Germany’s Black Forest region serving general aviation and local air traffic for the city of Villingen-Schwenningen.
-
A.
Memmingen Airport
Memmingen Airport is a regional international airport in Bavaria, Germany, serving as a low-cost gateway to the Allgäu region and nearby cities such as Munich.
-
B.
Karlsruhe/Baden-Baden Airport
Karlsruhe/Baden-Baden Airport is a regional international airport in southwestern Germany serving the Karlsruhe and Baden-Baden area with low-cost and charter flights.
-
C.
Zweibrücken Airport
Zweibrücken Airport is a small regional airport in Rhineland-Palatinate, Germany, that primarily serves general aviation and limited commercial traffic.
-
D.
Augsburg Airport
Augsburg Airport is a regional airport in Bavaria, Germany, serving the city of Augsburg and its surrounding area with general aviation and limited commercial services.
-
E.
Stuttgart Airport
Stuttgart Airport is the international airport serving the city of Stuttgart in southwestern Germany, handling both passenger and cargo traffic for the region.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f5b1c88190815f3585770cb135 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b5f22c08190a9530cbd78cfc801 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6f9b33748190aee0c27879866ca1 |
completed | May 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe703e8c28819081b7bfe638a2202e |
completed | May 8, 2026, 11:22 p.m. |
Created at: April 10, 2026, 2:08 a.m.