Triple

T3020377
Position Surface form Disambiguated ID Type / Status
Subject Ferghana Valley E82439 entity
Predicate river P165 FINISHED
Object Kara Darya
Kara Darya is a major river in Central Asia that flows through Kyrgyzstan and Uzbekistan, helping to form the Syr Darya and irrigate the fertile Ferghana Valley.
E330638 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: Kara Darya | Statement: [Ferghana Valley, river, Kara Darya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kara Darya
Context triple: [Ferghana Valley, river, Kara Darya]
  • A. Amu Darya
    The Amu Darya is one of Central Asia’s largest and most historically significant rivers, flowing from the Pamir and Hindu Kush mountains toward the Aral Sea.
  • B. Syr Darya
    Syr Darya is a major river in Central Asia that flows through countries such as Kyrgyzstan, Uzbekistan, and Kazakhstan before emptying into the remnants of the Aral Sea.
  • C. Murghab River
    The Murghab River is a Central Asian river flowing through Afghanistan and Turkmenistan, historically vital for irrigation and the development of oasis settlements such as the city of Mary.
  • D. Oxus River
    The Oxus River, historically known as the Amu Darya, is a major river of Central Asia that has long served as a crucial geographic and cultural boundary between regions such as Persia, Central Asia, and the Indian subcontinent.
  • E. Bidzhan River
    The Bidzhan River is a river in Russia’s Far East that flows through the Jewish Autonomous Oblast and serves as an important local waterway in the region.
  • 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: Kara Darya
Triple: [Ferghana Valley, river, Kara Darya]
Generated description
Kara Darya is a major river in Central Asia that flows through Kyrgyzstan and Uzbekistan, helping to form the Syr Darya and irrigate the fertile Ferghana Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kara Darya
Target entity description: Kara Darya is a major river in Central Asia that flows through Kyrgyzstan and Uzbekistan, helping to form the Syr Darya and irrigate the fertile Ferghana Valley.
  • A. Amu Darya
    The Amu Darya is one of Central Asia’s largest and most historically significant rivers, flowing from the Pamir and Hindu Kush mountains toward the Aral Sea.
  • B. Syr Darya
    Syr Darya is a major river in Central Asia that flows through countries such as Kyrgyzstan, Uzbekistan, and Kazakhstan before emptying into the remnants of the Aral Sea.
  • C. Murghab River
    The Murghab River is a Central Asian river flowing through Afghanistan and Turkmenistan, historically vital for irrigation and the development of oasis settlements such as the city of Mary.
  • D. Oxus River
    The Oxus River, historically known as the Amu Darya, is a major river of Central Asia that has long served as a crucial geographic and cultural boundary between regions such as Persia, Central Asia, and the Indian subcontinent.
  • E. Bidzhan River
    The Bidzhan River is a river in Russia’s Far East that flows through the Jewish Autonomous Oblast and serves as an important local waterway in the region.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a940c048190bc46e2c8001db8c0 completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224b2157881908d278be87bec5315 completed March 12, 2026, 2:28 a.m.
NEDg Description generation batch_69b22564e63881909190f1eeb21a9f57 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225d2a5fc8190a8b32bd058f306e2 completed March 12, 2026, 2:32 a.m.
Created at: March 8, 2026, 3 p.m.