Triple
T12617997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Memmingen |
E301302
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
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.
|
E992103
|
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: Memmingen Airport | Statement: [Memmingen, hasAirport, Memmingen Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Memmingen Airport Context triple: [Memmingen, hasAirport, Memmingen Airport]
-
A.
Zweibrücken Airport
Zweibrücken Airport is a small regional airport in Rhineland-Palatinate, Germany, that primarily serves general aviation and limited commercial traffic.
-
B.
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.
-
C.
Lunken Airport
Lunken Airport is a public municipal airport serving the Cincinnati, Ohio area, primarily handling general aviation, corporate, and charter flights.
-
D.
Frankfurt Egelsbach Airport
Frankfurt Egelsbach Airport is a busy general aviation airfield near Frankfurt, Germany, primarily serving business and private aircraft rather than commercial airline traffic.
-
E.
Saarbrücken Airport
Saarbrücken Airport is a regional international airport in southwestern Germany serving the city of Saarbrücken and the surrounding Saarland area with passenger and charter flights.
- 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: Memmingen Airport Triple: [Memmingen, hasAirport, Memmingen Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Memmingen Airport Target entity description: 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.
-
A.
Zweibrücken Airport
Zweibrücken Airport is a small regional airport in Rhineland-Palatinate, Germany, that primarily serves general aviation and limited commercial traffic.
-
B.
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.
-
C.
Lunken Airport
Lunken Airport is a public municipal airport serving the Cincinnati, Ohio area, primarily handling general aviation, corporate, and charter flights.
-
D.
Frankfurt Egelsbach Airport
Frankfurt Egelsbach Airport is a busy general aviation airfield near Frankfurt, Germany, primarily serving business and private aircraft rather than commercial airline traffic.
-
E.
Saarbrücken Airport
Saarbrücken Airport is a regional international airport in southwestern Germany serving the city of Saarbrücken and the surrounding Saarland area with passenger and charter flights.
- 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_69d7bdeaf49c8190b13800111fa77ea3 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d960c63ea48190ae1aae9280a023a6 |
completed | April 10, 2026, 8:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ed507988190b9d46586f3c3584c |
completed | May 2, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f65fb03b248190b264230b84b17635 |
completed | May 2, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6608ec32c8190803c6f5677c300d6 |
completed | May 2, 2026, 8:37 p.m. |
Created at: April 9, 2026, 5:13 p.m.