Triple
T11895456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transcaucasian Railway |
E283024
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Black Sea ports
Black Sea ports are key maritime hubs along the Black Sea coastline that facilitate international trade, transport, and regional economic activity for surrounding countries.
|
E952320
|
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: Black Sea ports | Statement: [Transcaucasian Railway, connects, Black Sea ports]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Sea ports Context triple: [Transcaucasian Railway, connects, Black Sea ports]
-
A.
Black Sea port of Poti
The Black Sea port of Poti is a major Georgian seaport and transport hub that serves as a key gateway for maritime trade between the Caucasus region and international markets.
-
B.
Baltic Sea ports
Baltic Sea ports are maritime harbors located along the coasts of countries bordering the Baltic Sea, serving as key hubs for regional trade, passenger transport, and logistics.
-
C.
Black Sea coast
The Black Sea coast is the shoreline bordering the Black Sea, encompassing strategic ports and cities in Eastern Europe and Western Asia that have long been important for trade, naval power, and military conflicts.
-
D.
Batumi Sea Port
Batumi Sea Port is a major Black Sea maritime hub in Georgia, serving as a key gateway for regional trade and transportation.
-
E.
Yalta Sea Port
Yalta Sea Port is a major maritime harbor and transportation hub serving the resort city of Yalta on the southern coast of the Crimean Peninsula.
- 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: Black Sea ports Triple: [Transcaucasian Railway, connects, Black Sea ports]
Generated description
Black Sea ports are key maritime hubs along the Black Sea coastline that facilitate international trade, transport, and regional economic activity for surrounding countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Sea ports Target entity description: Black Sea ports are key maritime hubs along the Black Sea coastline that facilitate international trade, transport, and regional economic activity for surrounding countries.
-
A.
Black Sea port of Poti
The Black Sea port of Poti is a major Georgian seaport and transport hub that serves as a key gateway for maritime trade between the Caucasus region and international markets.
-
B.
Baltic Sea ports
Baltic Sea ports are maritime harbors located along the coasts of countries bordering the Baltic Sea, serving as key hubs for regional trade, passenger transport, and logistics.
-
C.
Black Sea coast
The Black Sea coast is the shoreline bordering the Black Sea, encompassing strategic ports and cities in Eastern Europe and Western Asia that have long been important for trade, naval power, and military conflicts.
-
D.
Batumi Sea Port
Batumi Sea Port is a major Black Sea maritime hub in Georgia, serving as a key gateway for regional trade and transportation.
-
E.
Yalta Sea Port
Yalta Sea Port is a major maritime harbor and transportation hub serving the resort city of Yalta on the southern coast of the Crimean Peninsula.
- 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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8dd1286808190949719f54ff49a01 |
completed | April 10, 2026, 11:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f41811e5ac8190a3e397e31f19bca1 |
completed | May 1, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69f41f1c21388190b6ecb0fd602abb7d |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f42283c4cc81909793834ef65d2514 |
completed | May 1, 2026, 3:48 a.m. |
Created at: April 8, 2026, 9:44 p.m.