Triple

T17625679
Position Surface form Disambiguated ID Type / Status
Subject Dimitrovgrad E429833 entity
Predicate railConnection P848 FINISHED
Object Svilengrad
Svilengrad is a town in southern Bulgaria near the borders with Turkey and Greece, known as an important transport and border-crossing hub.
E1279237 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: Svilengrad | Statement: [Dimitrovgrad, railConnection, Svilengrad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Svilengrad
Context triple: [Dimitrovgrad, railConnection, Svilengrad]
  • A. Delčevo
    Delčevo is a small town in eastern North Macedonia known as a local administrative and cultural center near the border with Bulgaria.
  • B. Prilep
    Prilep is a historic city in present-day North Macedonia known for its medieval fortresses, Ottoman-era architecture, and role as a regional cultural and economic center.
  • C. Gostivar
    Gostivar is a city in northwestern North Macedonia, known for its diverse population and location near the source of the Vardar River at the foot of the Šar Mountains.
  • D. Dravograd
    Dravograd is a small Slovenian town in the Carinthia region, known for its location at the confluence of the Drava and Meža rivers and its historical role as a regional center.
  • E. Lovech
    Lovech is a historic city in north-central Bulgaria, known for its medieval fortress, picturesque old town, and important role during the Second Bulgarian Empire.
  • 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: Svilengrad
Triple: [Dimitrovgrad, railConnection, Svilengrad]
Generated description
Svilengrad is a town in southern Bulgaria near the borders with Turkey and Greece, known as an important transport and border-crossing hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Svilengrad
Target entity description: Svilengrad is a town in southern Bulgaria near the borders with Turkey and Greece, known as an important transport and border-crossing hub.
  • A. Delčevo
    Delčevo is a small town in eastern North Macedonia known as a local administrative and cultural center near the border with Bulgaria.
  • B. Prilep
    Prilep is a historic city in present-day North Macedonia known for its medieval fortresses, Ottoman-era architecture, and role as a regional cultural and economic center.
  • C. Gostivar
    Gostivar is a city in northwestern North Macedonia, known for its diverse population and location near the source of the Vardar River at the foot of the Šar Mountains.
  • D. Dravograd
    Dravograd is a small Slovenian town in the Carinthia region, known for its location at the confluence of the Drava and Meža rivers and its historical role as a regional center.
  • E. Lovech
    Lovech is a historic city in north-central Bulgaria, known for its medieval fortress, picturesque old town, and important role during the Second Bulgarian Empire.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dbc62e88190b9757dc7c52d7fee completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a991e6881909ce905419e645a6a completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020c10d1bc81909b0f04337df36be8 completed May 11, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_6a020cefce4c8190a92f543533e4b801 completed May 11, 2026, 5:08 p.m.
Created at: April 10, 2026, 5:52 a.m.