Triple

T14988708
Position Surface form Disambiguated ID Type / Status
Subject Belgrade region (downstream on the Danube) E373774 entity
Predicate flowsToward P967 FINISHED
Object Serbia–Romania border
The Serbia–Romania border is an international boundary in Southeast Europe that largely follows the Danube River, separating Serbia from Romania.
 E1129554 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: Serbia–Romania border | Statement: [Belgrade region (downstream on the Danube), flowsToward, Serbia–Romania border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serbia–Romania border
Context triple: [Belgrade region (downstream on the Danube), flowsToward, Serbia–Romania border]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Montenegro–Kosovo border
    The Montenegro–Kosovo border is an international boundary in the western Balkans that separates the countries of Montenegro and Kosovo and includes several road crossings used for regional transit.
  • E. Romania–Bulgaria border
    The Romania–Bulgaria border is an international boundary in Southeastern Europe that largely follows the course of the Danube River, separating the two neighboring Balkan countries.
  • 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: Serbia–Romania border
Triple: [Belgrade region (downstream on the Danube), flowsToward, Serbia–Romania border]
Generated description
The Serbia–Romania border is an international boundary in Southeast Europe that largely follows the Danube River, separating Serbia from Romania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serbia–Romania border
Target entity description: The Serbia–Romania border is an international boundary in Southeast Europe that largely follows the Danube River, separating Serbia from Romania.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Montenegro–Kosovo border
    The Montenegro–Kosovo border is an international boundary in the western Balkans that separates the countries of Montenegro and Kosovo and includes several road crossings used for regional transit.
  • E. Romania–Bulgaria border
    The Romania–Bulgaria border is an international boundary in Southeastern Europe that largely follows the course of the Danube River, separating the two neighboring Balkan countries.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7148a308190a687f4d0d61397c6 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8c036bfc8190b01bf2128403f557 completed May 9, 2026, 1:21 a.m.
NEDg Description generation batch_69fe8dc977448190a01c55d99d4d9034 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe8e9e62a4819089b3568d277d5262 completed May 9, 2026, 1:32 a.m.
Created at: April 10, 2026, 2:53 a.m.