Triple
T7986110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walldorf, Baden-Württemberg, Germany |
E185684
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Heidelberg Airport (general aviation)
Heidelberg Airport (general aviation) is a small regional airfield in southwestern Germany primarily serving private, business, and recreational aviation near the city of Heidelberg.
|
E702638
|
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: Heidelberg Airport (general aviation) | Statement: [Walldorf, Baden-Württemberg, Germany, locatedNear, Heidelberg Airport (general aviation)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidelberg Airport (general aviation) Context triple: [Walldorf, Baden-Württemberg, Germany, locatedNear, Heidelberg Airport (general aviation)]
-
A.
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.
-
B.
Mannheim City Airport
Mannheim City Airport is a small regional airport in Mannheim, Germany, providing business and general aviation services to the surrounding Rhine-Neckar area.
-
C.
Duisburg Airport (small/general aviation)
Duisburg Airport (small/general aviation) is a minor airfield near Duisburg, Germany, primarily serving general aviation, private flights, and flight training rather than commercial airline traffic.
-
D.
Dessau Airport
Dessau Airport is a small regional airfield in Dessau, Germany, primarily serving general aviation and historical aviation activities.
-
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: Heidelberg Airport (general aviation) Triple: [Walldorf, Baden-Württemberg, Germany, locatedNear, Heidelberg Airport (general aviation)]
Generated description
Heidelberg Airport (general aviation) is a small regional airfield in southwestern Germany primarily serving private, business, and recreational aviation near the city of Heidelberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heidelberg Airport (general aviation) Target entity description: Heidelberg Airport (general aviation) is a small regional airfield in southwestern Germany primarily serving private, business, and recreational aviation near the city of Heidelberg.
-
A.
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.
-
B.
Mannheim City Airport
Mannheim City Airport is a small regional airport in Mannheim, Germany, providing business and general aviation services to the surrounding Rhine-Neckar area.
-
C.
Duisburg Airport (small/general aviation)
Duisburg Airport (small/general aviation) is a minor airfield near Duisburg, Germany, primarily serving general aviation, private flights, and flight training rather than commercial airline traffic.
-
D.
Dessau Airport
Dessau Airport is a small regional airfield in Dessau, Germany, primarily serving general aviation and historical aviation activities.
-
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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c4b87e48190a797f5363c8f0a04 |
completed | March 31, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0e6f3c48190a0132fa90eec6420 |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43f883081908768a7314409b622 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc34c6cf6881909b28a0b6882b518d |
completed | March 31, 2026, 8:55 p.m. |
Created at: March 30, 2026, 5:15 p.m.