Triple
T14336951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French-Belgian border region |
E355488
|
entity |
| Predicate | hasMajorCrossBorderCityPair |
P85379
|
FINISHED |
| Object |
Lille–Kortrijk–Tournai metropolitan area
The Lille–Kortrijk–Tournai metropolitan area is a transnational urban region spanning northern France and western Belgium, centered on the closely linked cities of Lille, Kortrijk, and Tournai.
|
E1093014
|
NE FINISHED |
How this triple was built (5 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: Lille–Kortrijk–Tournai metropolitan area | Statement: [French-Belgian border region, hasMajorCrossBorderCityPair, Lille–Kortrijk–Tournai metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lille–Kortrijk–Tournai metropolitan area Context triple: [French-Belgian border region, hasMajorCrossBorderCityPair, Lille–Kortrijk–Tournai metropolitan area]
-
A.
Brussels metropolitan area
The Brussels metropolitan area is the large urban region centered on Belgium’s capital, encompassing Brussels and its surrounding municipalities and commuter towns.
-
B.
Antwerp metropolitan area
The Antwerp metropolitan area is the densely populated urban region centered on the city of Antwerp, serving as a major economic, cultural, and logistical hub in northern Belgium.
-
C.
Brussels–Namur
Brussels–Namur is a major Belgian railway corridor linking the capital city Brussels with the Walloon city of Namur, serving as an important route for regional and intercity train traffic.
-
D.
Mouscron–Tourcoing area
The Mouscron–Tourcoing area is a binational urban region spanning the border between Belgium and France, centered on the closely linked cities of Mouscron and Tourcoing.
-
E.
Ghent region
The Ghent region is an area in and around the city of Ghent in East Flanders, Belgium, known for its historic architecture, cultural heritage, and vibrant urban life.
- 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: Lille–Kortrijk–Tournai metropolitan area Triple: [French-Belgian border region, hasMajorCrossBorderCityPair, Lille–Kortrijk–Tournai metropolitan area]
Generated description
The Lille–Kortrijk–Tournai metropolitan area is a transnational urban region spanning northern France and western Belgium, centered on the closely linked cities of Lille, Kortrijk, and Tournai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lille–Kortrijk–Tournai metropolitan area Target entity description: The Lille–Kortrijk–Tournai metropolitan area is a transnational urban region spanning northern France and western Belgium, centered on the closely linked cities of Lille, Kortrijk, and Tournai.
-
A.
Brussels metropolitan area
The Brussels metropolitan area is the large urban region centered on Belgium’s capital, encompassing Brussels and its surrounding municipalities and commuter towns.
-
B.
Antwerp metropolitan area
The Antwerp metropolitan area is the densely populated urban region centered on the city of Antwerp, serving as a major economic, cultural, and logistical hub in northern Belgium.
-
C.
Brussels–Namur
Brussels–Namur is a major Belgian railway corridor linking the capital city Brussels with the Walloon city of Namur, serving as an important route for regional and intercity train traffic.
-
D.
Mouscron–Tourcoing area
The Mouscron–Tourcoing area is a binational urban region spanning the border between Belgium and France, centered on the closely linked cities of Mouscron and Tourcoing.
-
E.
Ghent region
The Ghent region is an area in and around the city of Ghent in East Flanders, Belgium, known for its historic architecture, cultural heritage, and vibrant urban life.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajorCrossBorderCityPair Context triple: [French-Belgian border region, hasMajorCrossBorderCityPair, Lille–Kortrijk–Tournai metropolitan area]
-
A.
shareMajorBorderCities
chosen
Indicates that two regions or countries have a shared border along which there are one or more major cities situated on or near that boundary.
-
B.
hasBorderCity
Indicates that one location is a city situated on or very near the border of another geographic or political region.
-
C.
sharesInternationalBorderWith
Indicates that two geographic or political entities have a common boundary that is recognized as an international border.
-
D.
hasCrossBorderTies
Indicates that there exists a relationship or connection that extends across national or jurisdictional boundaries between the involved entities.
-
E.
isNeighboringCityOf
Indicates that one city is geographically adjacent to or directly borders another city.
- F. None of above.
Provenance (6 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8c2241e48190a0c626b3d741966a |
completed | April 14, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd46986758819088750150ad47bae1 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd47a9b5008190a15de0f427771505 |
completed | May 8, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4828f44c81908903d1391c83cc60 |
completed | May 8, 2026, 2:19 a.m. |
| PD | Predicate disambiguation | batch_69de2a9958e881909d03ac03f135163e |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:14 a.m.