Triple

T2274850
Position Surface form Disambiguated ID Type / Status
Subject Almaty E50745 entity
Predicate hasLandmark P105 FINISHED
Object Shymbulak ski resort
Shymbulak ski resort is a major ski and snowboard destination in the mountains near Almaty, Kazakhstan, known for its modern facilities and scenic alpine terrain.
 E251360 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: Shymbulak ski resort | Statement: [Almaty, hasLandmark, Shymbulak ski resort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shymbulak ski resort
Context triple: [Almaty, hasLandmark, Shymbulak ski resort]
  • A. Rosa Khutor Alpine Resort
    Rosa Khutor Alpine Resort is a major ski and mountain resort in Russia’s Western Caucasus, best known as a primary venue for alpine skiing events during the 2014 Winter Olympics.
  • B. Uludağ ski resort
    Uludağ ski resort is one of Turkey’s most popular winter sports destinations, known for its extensive ski slopes, modern facilities, and scenic mountain setting near Bursa.
  • C. Hatsvali ski resort
    Hatsvali ski resort is a small mountain ski area in Georgia’s Svaneti region, known for its scenic Caucasus views and slopes near the town of Mestia.
  • D. Tetnuldi ski resort
    Tetnuldi ski resort is a modern ski area in Georgia’s Svaneti region, known for its high-altitude slopes, long runs, and views of the Caucasus Mountains.
  • E. Ясная Поляна
    Ясная Поляна is a historic estate in Russia best known as the home and literary workplace of writer Leo Tolstoy, where he created major works such as "War and Peace" and "Anna Karenina."
  • 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: Shymbulak ski resort
Triple: [Almaty, hasLandmark, Shymbulak ski resort]
Generated description
Shymbulak ski resort is a major ski and snowboard destination in the mountains near Almaty, Kazakhstan, known for its modern facilities and scenic alpine terrain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shymbulak ski resort
Target entity description: Shymbulak ski resort is a major ski and snowboard destination in the mountains near Almaty, Kazakhstan, known for its modern facilities and scenic alpine terrain.
  • A. Rosa Khutor Alpine Resort
    Rosa Khutor Alpine Resort is a major ski and mountain resort in Russia’s Western Caucasus, best known as a primary venue for alpine skiing events during the 2014 Winter Olympics.
  • B. Uludağ ski resort
    Uludağ ski resort is one of Turkey’s most popular winter sports destinations, known for its extensive ski slopes, modern facilities, and scenic mountain setting near Bursa.
  • C. Hatsvali ski resort
    Hatsvali ski resort is a small mountain ski area in Georgia’s Svaneti region, known for its scenic Caucasus views and slopes near the town of Mestia.
  • D. Tetnuldi ski resort
    Tetnuldi ski resort is a modern ski area in Georgia’s Svaneti region, known for its high-altitude slopes, long runs, and views of the Caucasus Mountains.
  • E. Ясная Поляна
    Ясная Поляна is a historic estate in Russia best known as the home and literary workplace of writer Leo Tolstoy, where he created major works such as "War and Peace" and "Anna Karenina."
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ebaa148190851952567878b3a1 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e01860819082bca15c146b9c64 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:48 p.m.