Triple
T5247242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valkenburg |
E118491
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Valkenburg air base
Valkenburg air base is a former Royal Netherlands Navy airfield in South Holland that historically served as a key maritime patrol and military aviation facility.
|
E505128
|
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: Valkenburg air base | Statement: [Valkenburg, hasTransportInfrastructure, Valkenburg air base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valkenburg air base Context triple: [Valkenburg, hasTransportInfrastructure, Valkenburg air base]
-
A.
Nörvenich Air Base
Nörvenich Air Base is a major German Air Force installation in North Rhine-Westphalia that serves as a key operational base for fighter and tactical aircraft units.
-
B.
Wunstorf Air Base
Wunstorf Air Base is a major German Air Force installation in Lower Saxony, primarily known today as the main operating base for the Luftwaffe’s Airbus A400M transport aircraft.
-
C.
Kleine-Brogel Air Base
Kleine-Brogel Air Base is a major Belgian military airfield known for hosting fighter aircraft operations and reportedly storing U.S. nuclear weapons under NATO arrangements.
-
D.
Schleswig Air Base
Schleswig Air Base is a military airfield in northern Germany that serves as a key operational base for the German Air Force.
-
E.
Neuburg Air Base
Neuburg Air Base is a major Luftwaffe installation in Bavaria that serves as one of Germany’s key fighter aircraft bases.
- 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: Valkenburg air base Triple: [Valkenburg, hasTransportInfrastructure, Valkenburg air base]
Generated description
Valkenburg air base is a former Royal Netherlands Navy airfield in South Holland that historically served as a key maritime patrol and military aviation facility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valkenburg air base Target entity description: Valkenburg air base is a former Royal Netherlands Navy airfield in South Holland that historically served as a key maritime patrol and military aviation facility.
-
A.
Nörvenich Air Base
Nörvenich Air Base is a major German Air Force installation in North Rhine-Westphalia that serves as a key operational base for fighter and tactical aircraft units.
-
B.
Wunstorf Air Base
Wunstorf Air Base is a major German Air Force installation in Lower Saxony, primarily known today as the main operating base for the Luftwaffe’s Airbus A400M transport aircraft.
-
C.
Kleine-Brogel Air Base
Kleine-Brogel Air Base is a major Belgian military airfield known for hosting fighter aircraft operations and reportedly storing U.S. nuclear weapons under NATO arrangements.
-
D.
Schleswig Air Base
Schleswig Air Base is a military airfield in northern Germany that serves as a key operational base for the German Air Force.
-
E.
Neuburg Air Base
Neuburg Air Base is a major Luftwaffe installation in Bavaria that serves as one of Germany’s key fighter aircraft bases.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b5320748190bcf3be4b6c364f92 |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef836d158819092cdd22e0dbc9dae |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8d1cc2c8190aa8cf712f14d0565 |
completed | March 21, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef95e7ce48190a1ec2fc27ce37d00 |
completed | March 21, 2026, 8:02 p.m. |
Created at: March 20, 2026, 1:50 p.m.