Triple
T457932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French–Luxembourg border |
E7272
|
entity |
| Predicate | hasTripoint |
P13730
|
FINISHED |
| Object |
Belgium–France–Luxembourg tripoint
The Belgium–France–Luxembourg tripoint is the geographical point in Western Europe where the national borders of Belgium, France, and Luxembourg intersect.
|
E58149
|
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: Belgium–France–Luxembourg tripoint | Statement: [French–Luxembourg border, hasTripoint, Belgium–France–Luxembourg tripoint]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Belgium–France–Luxembourg tripoint Context triple: [French–Luxembourg border, hasTripoint, Belgium–France–Luxembourg tripoint]
-
A.
French–Luxembourg border
The French–Luxembourg border is the international boundary between France and Luxembourg, historically significant as part of the fortified frontier region that included sections of the Maginot Line.
-
B.
France–Switzerland border
The France–Switzerland border is an international boundary in Western Europe separating France and Switzerland, notable for crossing major transport routes and sites such as the CERN research complex near Geneva.
-
C.
La Hulpe, Belgium
La Hulpe is a small municipality in Walloon Brabant, Belgium, known for hosting the headquarters of the global financial messaging network SWIFT and for its nearby Solvay Castle and park.
-
D.
Houffalize
Houffalize is a small town in the Belgian Ardennes known for its World War II history, outdoor tourism, and scenic natural surroundings.
-
E.
French–Italian border
The French–Italian border is the mountainous international boundary between France and Italy, running largely through the Alps and historically fortified and contested.
- 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: Belgium–France–Luxembourg tripoint Triple: [French–Luxembourg border, hasTripoint, Belgium–France–Luxembourg tripoint]
Generated description
The Belgium–France–Luxembourg tripoint is the geographical point in Western Europe where the national borders of Belgium, France, and Luxembourg intersect.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Belgium–France–Luxembourg tripoint Target entity description: The Belgium–France–Luxembourg tripoint is the geographical point in Western Europe where the national borders of Belgium, France, and Luxembourg intersect.
-
A.
French–Luxembourg border
The French–Luxembourg border is the international boundary between France and Luxembourg, historically significant as part of the fortified frontier region that included sections of the Maginot Line.
-
B.
France–Switzerland border
The France–Switzerland border is an international boundary in Western Europe separating France and Switzerland, notable for crossing major transport routes and sites such as the CERN research complex near Geneva.
-
C.
La Hulpe, Belgium
La Hulpe is a small municipality in Walloon Brabant, Belgium, known for hosting the headquarters of the global financial messaging network SWIFT and for its nearby Solvay Castle and park.
-
D.
Houffalize
Houffalize is a small town in the Belgian Ardennes known for its World War II history, outdoor tourism, and scenic natural surroundings.
-
E.
French–Italian border
The French–Italian border is the mountainous international boundary between France and Italy, running largely through the Alps and historically fortified and contested.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTripoint Context triple: [French–Luxembourg border, hasTripoint, Belgium–France–Luxembourg tripoint]
-
A.
hasTriangle
Indicates that an entity possesses, contains, or is associated with a triangle.
-
B.
hasSummitCoordinates
Indicates that an entity has specific geographic coordinates identifying the location of its summit.
-
C.
hasCoordinates
Indicates that an entity is associated with specific spatial coordinates that define its position in a given reference system.
-
D.
hasTrail
Indicates that an entity possesses, includes, or is associated with a trail or pathway.
-
E.
hasNearbyTrailheadFor
Indicates that one location has a trailhead situated close enough to serve as a convenient access point for another location.
- F. None of above. chosen
Provenance (7 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_69a2e7e5c5bc8190a1dc8178218fba40 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2efa3163081909acff040a22bd559 |
completed | Feb. 28, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a452947cd0819084fd885afce26da8 |
completed | March 1, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69a4539f00008190a736df2fcaf3109a |
completed | March 1, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4541cd02081908b8534b24d3933ff |
completed | March 1, 2026, 2:58 p.m. |
| PD | Predicate disambiguation | batch_69a2ede614b88190be07425f5535f56d |
completed | Feb. 28, 2026, 1:30 p.m. |
| PDg | Predicate description generation | batch_69a2ee8b56d08190bd625626353d01b4 |
completed | Feb. 28, 2026, 1:32 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.