Triple
T15729122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Morava |
E381293
|
entity |
| Predicate | valleyUsedBy |
P119958
|
FINISHED |
| Object | railway Belgrade–Niš–Skopje–Thessaloniki |
E746800
|
NE FINISHED |
How this triple was built (3 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: railway Belgrade–Niš–Skopje–Thessaloniki | Statement: [South Morava, valleyUsedBy, railway Belgrade–Niš–Skopje–Thessaloniki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: railway Belgrade–Niš–Skopje–Thessaloniki Context triple: [South Morava, valleyUsedBy, railway Belgrade–Niš–Skopje–Thessaloniki]
-
A.
railway line Skopje–Thessaloniki
The railway line Skopje–Thessaloniki is an international rail route connecting North Macedonia’s capital Skopje with the Greek port city of Thessaloniki, serving as a key transport corridor in the Balkans.
-
B.
Belgrade–Niš–Sofia railway line
chosen
The Belgrade–Niš–Sofia railway line is a major international rail corridor connecting Serbia’s capital Belgrade with the city of Niš and onward to Bulgaria’s capital Sofia, serving as a key transport route between Central and Southeastern Europe.
-
C.
Belgrade–Bar railway
The Belgrade–Bar railway is a major international rail line connecting Serbia’s capital Belgrade with the Montenegrin Adriatic port of Bar, renowned for its mountainous route and numerous bridges and tunnels.
-
D.
Titograd–Nikšić railway line
The Titograd–Nikšić railway line is a Montenegrin rail route connecting the capital Podgorica (formerly Titograd) with the industrial city of Nikšić.
-
E.
Belgrade–Zagreb railway corridor
The Belgrade–Zagreb railway corridor is a major international rail line connecting the capitals of Serbia and Croatia as part of the broader pan-European transport network.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: valleyUsedBy Context triple: [South Morava, valleyUsedBy, railway Belgrade–Niš–Skopje–Thessaloniki]
-
A.
valleyUsedFor
Indicates that a valley serves a particular function, purpose, or activity for something or someone.
-
B.
valleyLocation
Indicates that one entity is located in, at, or within the geographic bounds of a valley relative to another entity or context.
-
C.
valleyType
Indicates the specific kind or classification of a valley that characterizes the relationship between the entities.
-
D.
valleyKnownFor
Indicates that a particular valley is widely recognized or notable for a specific feature, product, activity, or characteristic.
-
E.
valleyDesignation
Indicates that an entity is formally designated or classified as a valley in relation to a specified geographic or administrative context.
- 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_69d86d9cdb648190bf3171be0bd7d872 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb4cc0081909efe330339474017 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff82fcb4e4819097bd0591bbcc3b71 |
completed | May 9, 2026, 6:54 p.m. |
| PD | Predicate disambiguation | batch_69e00526759c819088b80d85138b8974 |
completed | April 15, 2026, 9:37 p.m. |
| PDg | Predicate description generation | batch_69e0094af5b481908ad51d5d7ba0c726 |
completed | April 15, 2026, 9:55 p.m. |
Created at: April 10, 2026, 4:46 a.m.