Triple
T9949521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Csongrád-Csanád County |
E195292
|
entity |
| Predicate | hasBorderCrossing |
P4105
|
FINISHED |
| Object |
Hungary–Serbia border
The Hungary–Serbia border is an international boundary in Central and Southeast Europe separating Hungary from Serbia, marked by several road and rail crossings and sections fortified with border fences.
|
E831509
|
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: Hungary–Serbia border | Statement: [Csongrád-Csanád County, hasBorderCrossing, Hungary–Serbia border]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungary–Serbia border Context triple: [Csongrád-Csanád County, hasBorderCrossing, Hungary–Serbia border]
-
A.
Hungary–Austria border
The Hungary–Austria border is a historically significant Central European frontier that once formed part of the Cold War divide between the communist Eastern Bloc and the Western world.
-
B.
Slovakia–Hungary border
The Slovakia–Hungary border is the international boundary separating Slovakia and Hungary in Central Europe, running largely along the Danube River and through historically contested regions.
-
C.
Montenegro–Serbia border
The Montenegro–Serbia border is the international land boundary separating the Balkan countries of Montenegro and Serbia, running largely through mountainous terrain.
-
D.
Serbia–Bulgaria border
The Serbia–Bulgaria border is an international boundary in Southeast Europe separating the Republic of Serbia from the Republic of Bulgaria, running across mountainous terrain including parts of the Balkan Mountains.
-
E.
Bosnia and Herzegovina–Montenegro border
The Bosnia and Herzegovina–Montenegro border is an international land boundary in the western Balkans separating Bosnia and Herzegovina from Montenegro through predominantly mountainous terrain.
- 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: Hungary–Serbia border Triple: [Csongrád-Csanád County, hasBorderCrossing, Hungary–Serbia border]
Generated description
The Hungary–Serbia border is an international boundary in Central and Southeast Europe separating Hungary from Serbia, marked by several road and rail crossings and sections fortified with border fences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hungary–Serbia border Target entity description: The Hungary–Serbia border is an international boundary in Central and Southeast Europe separating Hungary from Serbia, marked by several road and rail crossings and sections fortified with border fences.
-
A.
Hungary–Austria border
The Hungary–Austria border is a historically significant Central European frontier that once formed part of the Cold War divide between the communist Eastern Bloc and the Western world.
-
B.
Slovakia–Hungary border
The Slovakia–Hungary border is the international boundary separating Slovakia and Hungary in Central Europe, running largely along the Danube River and through historically contested regions.
-
C.
Montenegro–Serbia border
The Montenegro–Serbia border is the international land boundary separating the Balkan countries of Montenegro and Serbia, running largely through mountainous terrain.
-
D.
Serbia–Bulgaria border
The Serbia–Bulgaria border is an international boundary in Southeast Europe separating the Republic of Serbia from the Republic of Bulgaria, running across mountainous terrain including parts of the Balkan Mountains.
-
E.
Bosnia and Herzegovina–Montenegro border
The Bosnia and Herzegovina–Montenegro border is an international land boundary in the western Balkans separating Bosnia and Herzegovina from Montenegro through predominantly mountainous terrain.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb65a4e6c8190968192a24aad1b7d |
completed | April 2, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2292b50a881909ff868487639fbfd |
completed | April 5, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69d22a2831348190909b9507edfe49f3 |
completed | April 5, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22af8914c8190a8116a37a42b633c |
completed | April 5, 2026, 9:27 a.m. |
Created at: March 30, 2026, 8:45 p.m.