Triple
T2592350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belgium–France–Luxembourg tripoint |
E58149
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | European Union external borders network |
E172038
|
NE FINISHED |
How this triple was built (2 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: European Union external borders network | Statement: [Belgium–France–Luxembourg tripoint, partOf, European Union external borders network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Union external borders network Context triple: [Belgium–France–Luxembourg tripoint, partOf, European Union external borders network]
-
A.
Frontex
Frontex is the European Union agency responsible for coordinating and strengthening the management and security of the EU’s external borders.
-
B.
Schengen Information System
The Schengen Information System is a large-scale European security and border management database that enables Schengen states to share alerts on persons and objects for purposes such as border control and law enforcement.
-
C.
European Union Justice and Home Affairs agencies network
chosen
The European Union Justice and Home Affairs agencies network is a collaborative framework that brings together EU agencies working on justice, security, migration, and fundamental rights to coordinate policies and operational cooperation across member states.
-
D.
Smart Border Coalition
Smart Border Coalition is a binational public–private partnership that works to improve efficiency, security, and economic integration at the San Diego–Tijuana border region.
-
E.
Schengen Area
The Schengen Area is a zone of European countries that have abolished internal border controls to allow passport-free movement of people across most of the continent.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd425851c819088db89713c07056f |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af6589a9c48190b16b5b7959096aab |
completed | March 10, 2026, 12:27 a.m. |
Created at: March 6, 2026, 9:49 p.m.