Triple
T14179209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Bulgaria |
E351408
|
entity |
| Predicate | hasTransportCorridor |
P3034
|
FINISHED |
| Object |
Hemus motorway (A2)
Hemus motorway (A2) is a major Bulgarian highway designed to connect the capital Sofia with the Black Sea city of Varna, forming a key east–west transport route across northern Bulgaria.
|
E1084644
|
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: Hemus motorway (A2) | Statement: [Northern Bulgaria, hasTransportCorridor, Hemus motorway (A2)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hemus motorway (A2) Context triple: [Northern Bulgaria, hasTransportCorridor, Hemus motorway (A2)]
-
A.
A22 motorway
The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
-
B.
A22 motorway
The A22 motorway, also known as the Autostrada del Brennero, is a major Italian highway running through the Alps to connect Modena with the Austrian border near the Brenner Pass.
-
C.
A2 motorway
The A2 motorway is a major European highway that serves as a key route for long-distance traffic and connects with several important motorways, including the A22.
-
D.
A21 motorway
The A21 motorway is a major Italian autostrada in northern Italy that connects Turin with Brescia, passing through cities such as Piacenza.
-
E.
A20 motorway
The A20 motorway is a major Dutch highway in the western Netherlands that forms part of the ring road around Rotterdam and connects several key cities in the Randstad region.
- 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: Hemus motorway (A2) Triple: [Northern Bulgaria, hasTransportCorridor, Hemus motorway (A2)]
Generated description
Hemus motorway (A2) is a major Bulgarian highway designed to connect the capital Sofia with the Black Sea city of Varna, forming a key east–west transport route across northern Bulgaria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hemus motorway (A2) Target entity description: Hemus motorway (A2) is a major Bulgarian highway designed to connect the capital Sofia with the Black Sea city of Varna, forming a key east–west transport route across northern Bulgaria.
-
A.
A22 motorway
The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
-
B.
A22 motorway
The A22 motorway, also known as the Autostrada del Brennero, is a major Italian highway running through the Alps to connect Modena with the Austrian border near the Brenner Pass.
-
C.
A2 motorway
The A2 motorway is a major European highway that serves as a key route for long-distance traffic and connects with several important motorways, including the A22.
-
D.
A21 motorway
The A21 motorway is a major Italian autostrada in northern Italy that connects Turin with Brescia, passing through cities such as Piacenza.
-
E.
A20 motorway
The A20 motorway is a major French highway running north–south through central and southwestern France, linking cities such as Vierzon, Limoges, and Toulouse.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61c90abc8190a9b9dc1f50db59fa |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf80f03a48190a5374fb6374255a8 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd09b00dc48190bec9853e3dc78f26 |
completed | May 7, 2026, 9:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd0a4c377c81909af76e8bd47e2f2a |
completed | May 7, 2026, 9:55 p.m. |
Created at: April 10, 2026, 1:02 a.m.