Triple
T1983207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | N84 |
E43076
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Belgian regional road network
The Belgian regional road network is a system of secondary roads managed by the regions that connects towns and cities and complements the country’s primary highway network.
|
E221319
|
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: Belgian regional road network | Statement: [N84, partOf, Belgian regional road network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Belgian regional road network Context triple: [N84, partOf, Belgian regional road network]
-
A.
Dutch national road network
The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
-
B.
Belgian railway network
The Belgian railway network is a dense, electrified rail system covering all regions of Belgium and connecting major cities domestically and internationally.
-
C.
European route E35
European route E35 is a major north–south trans-European highway running from Amsterdam in the Netherlands to Rome in Italy, passing through Germany and Switzerland.
-
D.
Eindhoven–Nijmegen–Arnhem corridor
The Eindhoven–Nijmegen–Arnhem corridor is a strategically important region in the southern and eastern Netherlands, encompassing a chain of cities and river crossings that has served as a key transportation and military axis.
-
E.
European route E16
European route E16 is a major trans-European road connecting Northern Ireland and Scotland with western and eastern Norway, including key links through the Norwegian mountains and to Oslo.
- 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: Belgian regional road network Triple: [N84, partOf, Belgian regional road network]
Generated description
The Belgian regional road network is a system of secondary roads managed by the regions that connects towns and cities and complements the country’s primary highway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Belgian regional road network Target entity description: The Belgian regional road network is a system of secondary roads managed by the regions that connects towns and cities and complements the country’s primary highway network.
-
A.
Dutch national road network
The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
-
B.
Belgian railway network
The Belgian railway network is a dense, electrified rail system covering all regions of Belgium and connecting major cities domestically and internationally.
-
C.
European route E35
European route E35 is a major north–south trans-European highway running from Amsterdam in the Netherlands to Rome in Italy, passing through Germany and Switzerland.
-
D.
Eindhoven–Nijmegen–Arnhem corridor
The Eindhoven–Nijmegen–Arnhem corridor is a strategically important region in the southern and eastern Netherlands, encompassing a chain of cities and river crossings that has served as a key transportation and military axis.
-
E.
European route E16
European route E16 is a major trans-European road connecting Northern Ireland and Scotland with western and eastern Norway, including key links through the Norwegian mountains and to Oslo.
- 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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb81f5dac8190b5223fe2d59ee0d4 |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae032e1f648190acb502b9f82fe8c2 |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae03b52ed08190a8c8fb8f81073bb3 |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0433b90c81909af348d9a3dcdbec |
completed | March 8, 2026, 11:20 p.m. |
Created at: March 4, 2026, 7:37 p.m.