Triple
T22003123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augsburg Airport |
E543381
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Flughafen Augsburg GmbH
Flughafen Augsburg GmbH is the company responsible for managing and operating Augsburg Airport in Germany.
|
E543381
|
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: Flughafen Augsburg GmbH | Statement: [Augsburg Airport, operator, Flughafen Augsburg GmbH]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flughafen Augsburg GmbH Context triple: [Augsburg Airport, operator, Flughafen Augsburg GmbH]
-
A.
Flughafen München GmbH
Flughafen München GmbH is the operating company responsible for managing and developing Munich Airport, one of Germany’s major international air hubs.
-
B.
Flughafen Nürnberg GmbH
Flughafen Nürnberg GmbH is the company responsible for managing and operating Nuremberg Airport in Germany.
-
C.
Mitteldeutsche Flughafen AG
Mitteldeutsche Flughafen AG is a German airport operating company that manages major airports in the central German region, including Dresden Airport.
-
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.
Flughafen Hamburg GmbH
Flughafen Hamburg GmbH is the company responsible for managing and operating Hamburg Airport, one of Germany’s major international airports.
- 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: Flughafen Augsburg GmbH Triple: [Augsburg Airport, operator, Flughafen Augsburg GmbH]
Generated description
Flughafen Augsburg GmbH is the company responsible for managing and operating Augsburg Airport in Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flughafen Augsburg GmbH Target entity description: Flughafen Augsburg GmbH is the company responsible for managing and operating Augsburg Airport in Germany.
-
A.
Flughafen München GmbH
Flughafen München GmbH is the operating company responsible for managing and developing Munich Airport, one of Germany’s major international air hubs.
-
B.
Flughafen Nürnberg GmbH
Flughafen Nürnberg GmbH is the company responsible for managing and operating Nuremberg Airport in Germany.
-
C.
Mitteldeutsche Flughafen AG
Mitteldeutsche Flughafen AG is a German airport operating company that manages major airports in the central German region, including Dresden Airport.
-
D.
Augsburg Airport
chosen
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.
Flughafen Hamburg GmbH
Flughafen Hamburg GmbH is the company responsible for managing and operating Hamburg Airport, one of Germany’s major international airports.
- F. None of above.
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_69e11e2c814c8190837d072789000486 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1276cab5c8190ac1236fde7e0394a |
completed | April 28, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a6d8de70c819098d3726d18624c4a |
completed | May 18, 2026, 1:38 a.m. |
| NEDg | Description generation | batch_6a0a6e43e9248190ba82f7cc9b4211fe |
completed | May 18, 2026, 1:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a6ece6af88190b9ad30dab4ff7d56 |
completed | May 18, 2026, 1:43 a.m. |
Created at: April 16, 2026, 8:20 p.m.