Triple

T11711529
Position Surface form Disambiguated ID Type / Status
Subject Baku–Tbilisi–Kars railway project E278383 entity
Predicate inauguratedBy P5450 FINISHED
Object Giorgi Kvirikashvili
Giorgi Kvirikashvili is a Georgian politician who served as Prime Minister of Georgia from 2015 to 2018.
E941993 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: Giorgi Kvirikashvili | Statement: [Baku–Tbilisi–Kars railway project, inauguratedBy, Giorgi Kvirikashvili]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Giorgi Kvirikashvili
Context triple: [Baku–Tbilisi–Kars railway project, inauguratedBy, Giorgi Kvirikashvili]
  • A. Archil Mindiashvili
    Archil Mindiashvili is a Georgian architect best known for designing the monumental Holy Trinity Cathedral of Tbilisi, one of the largest religious buildings in the Caucasus.
  • B. Giorgi Saakadze
    Giorgi Saakadze was a prominent 17th-century Georgian military commander and political figure known for his shifting alliances and major role in the struggles between Georgia, Safavid Persia, and the Ottoman Empire.
  • C. Luka Razikashvili
    Luka Razikashvili, better known by his pen name Vazha-Pshavela, was a prominent Georgian poet and writer celebrated for his epic and lyrical works rooted in the folklore and landscapes of the Pshavi region.
  • D. Nikoloz Baratashvili
    Nikoloz Baratashvili was a 19th-century Georgian Romantic poet whose emotionally intense and patriotic works made him a central figure in Georgian literature.
  • E. Lado Gudiashvili
    Lado Gudiashvili was a prominent Georgian painter and graphic artist known for his distinctive, often mystical style and major contribution to 20th-century Georgian art.
  • 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: Giorgi Kvirikashvili
Triple: [Baku–Tbilisi–Kars railway project, inauguratedBy, Giorgi Kvirikashvili]
Generated description
Giorgi Kvirikashvili is a Georgian politician who served as Prime Minister of Georgia from 2015 to 2018.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Giorgi Kvirikashvili
Target entity description: Giorgi Kvirikashvili is a Georgian politician who served as Prime Minister of Georgia from 2015 to 2018.
  • A. Archil Mindiashvili
    Archil Mindiashvili is a Georgian architect best known for designing the monumental Holy Trinity Cathedral of Tbilisi, one of the largest religious buildings in the Caucasus.
  • B. Giorgi Saakadze
    Giorgi Saakadze was a prominent 17th-century Georgian military commander and political figure known for his shifting alliances and major role in the struggles between Georgia, Safavid Persia, and the Ottoman Empire.
  • C. Luka Razikashvili
    Luka Razikashvili, better known by his pen name Vazha-Pshavela, was a prominent Georgian poet and writer celebrated for his epic and lyrical works rooted in the folklore and landscapes of the Pshavi region.
  • D. Nikoloz Baratashvili
    Nikoloz Baratashvili was a 19th-century Georgian Romantic poet whose emotionally intense and patriotic works made him a central figure in Georgian literature.
  • E. Lado Gudiashvili
    Lado Gudiashvili was a prominent Georgian painter and graphic artist known for his distinctive, often mystical style and major contribution to 20th-century Georgian art.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4be10088190854699385d1f6a95 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef838562d08190b9a764e88c50d423 completed April 27, 2026, 3:40 p.m.
NEDg Description generation batch_69ef9b68309081909f3f614efeeb2ab1 completed April 27, 2026, 5:22 p.m.
NED2 Entity disambiguation (via description) batch_69efd6aba82c81909ff22e6b26db3cfe completed April 27, 2026, 9:35 p.m.
Created at: April 8, 2026, 9:40 p.m.