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.