Triple

T627982
Position Surface form Disambiguated ID Type / Status
Subject Turkmenistan E15860 entity
Predicate majorCity P316 FINISHED
Object Turkmenabat
Turkmenabat is one of the largest cities in Turkmenistan, serving as an important industrial, transport, and cultural center in the country’s east near the border with Uzbekistan.
E79357 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: Turkmenabat | Statement: [Turkmenistan, majorCity, Turkmenabat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Turkmenabat
Context triple: [Turkmenistan, majorCity, Turkmenabat]
  • A. Edessa
    Edessa was an ancient city in Upper Mesopotamia, renowned as a major early center of Syriac Christianity and culture.
  • B. Panticapaeum
    Panticapaeum was an important ancient Greek city and trading center on the Cimmerian Bosporus, located where the modern city of Kerch in Crimea now stands.
  • C. Nineveh
    Nineveh was an ancient Assyrian city on the eastern bank of the Tigris River, famed as a major political and cultural center and once the capital of the Neo-Assyrian Empire.
  • D. Boğazköy (Hattusa)
    Boğazköy (Hattusa) is the archaeological site of the ancient Hittite capital in central Anatolia, renowned for its extensive cuneiform tablet archives that are key to the study of Anatolian languages.
  • E. Kültepe
    Kültepe is an important ancient archaeological site in central Turkey, best known for its large cache of cuneiform tablets that provide key evidence for Old Assyrian trade and early Anatolian languages.
  • 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: Turkmenabat
Triple: [Turkmenistan, majorCity, Turkmenabat]
Generated description
Turkmenabat is one of the largest cities in Turkmenistan, serving as an important industrial, transport, and cultural center in the country’s east near the border with Uzbekistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Turkmenabat
Target entity description: Turkmenabat is one of the largest cities in Turkmenistan, serving as an important industrial, transport, and cultural center in the country’s east near the border with Uzbekistan.
  • A. Edessa
    Edessa was an ancient city in Upper Mesopotamia, renowned as a major early center of Syriac Christianity and culture.
  • B. Panticapaeum
    Panticapaeum was an important ancient Greek city and trading center on the Cimmerian Bosporus, located where the modern city of Kerch in Crimea now stands.
  • C. Nineveh
    Nineveh was an ancient Assyrian city on the eastern bank of the Tigris River, famed as a major political and cultural center and once the capital of the Neo-Assyrian Empire.
  • D. Boğazköy (Hattusa)
    Boğazköy (Hattusa) is the archaeological site of the ancient Hittite capital in central Anatolia, renowned for its extensive cuneiform tablet archives that are key to the study of Anatolian languages.
  • E. Kültepe
    Kültepe is an important ancient archaeological site in central Turkey, best known for its large cache of cuneiform tablets that provide key evidence for Old Assyrian trade and early Anatolian languages.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e59e2688190b3c18b17c5db1e2b completed March 1, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56c4b64088190a033462dd923f5b2 completed March 2, 2026, 10:54 a.m.
NEDg Description generation batch_69a56d4af33081908c3c5649003e86e4 completed March 2, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69a56dd4bb808190a5562a5f8bcf2910 completed March 2, 2026, 11 a.m.
Created at: March 1, 2026, 7:35 p.m.