Triple

T9461120
Position Surface form Disambiguated ID Type / Status
Subject Karakum Canal E228145 entity
Predicate regionServed P82 FINISHED
Object central Turkmenistan
Central Turkmenistan is an arid inland region of Turkmenistan characterized by desert landscapes and reliant on major irrigation works for agriculture and settlement.
E800935 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: central Turkmenistan | Statement: [Karakum Canal, regionServed, central Turkmenistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: central Turkmenistan
Context triple: [Karakum Canal, regionServed, central Turkmenistan]
  • A. southern Turkmenistan
    Southern Turkmenistan is the part of Turkmenistan located in its southern regions, bordering Iran and Afghanistan and inhabited largely by Turkmen groups such as the Teke.
  • B. Central Kazakhstan
    Central Kazakhstan is a vast inland region of Kazakhstan characterized by steppe landscapes, significant mining and industrial activity, and major urban centers such as Karaganda.
  • C. eastern Uzbekistan
    Eastern Uzbekistan is a region of Uzbekistan encompassing the fertile Fergana Valley and surrounding areas near the borders with Kyrgyzstan and Tajikistan.
  • D. Khorezm Region
    Khorezm Region is an administrative region in northwestern Uzbekistan, historically part of the ancient Khwarezm civilization and centered around the city of Urgench.
  • E. Turkestan
    Turkestan is a historical region in Central Asia traditionally inhabited by various Turkic peoples and spanning parts of modern-day China, Kazakhstan, Kyrgyzstan, Uzbekistan, Turkmenistan, and neighboring areas.
  • 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: central Turkmenistan
Triple: [Karakum Canal, regionServed, central Turkmenistan]
Generated description
Central Turkmenistan is an arid inland region of Turkmenistan characterized by desert landscapes and reliant on major irrigation works for agriculture and settlement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: central Turkmenistan
Target entity description: Central Turkmenistan is an arid inland region of Turkmenistan characterized by desert landscapes and reliant on major irrigation works for agriculture and settlement.
  • A. southern Turkmenistan
    Southern Turkmenistan is the part of Turkmenistan located in its southern regions, bordering Iran and Afghanistan and inhabited largely by Turkmen groups such as the Teke.
  • B. Central Kazakhstan
    Central Kazakhstan is a vast inland region of Kazakhstan characterized by steppe landscapes, significant mining and industrial activity, and major urban centers such as Karaganda.
  • C. eastern Uzbekistan
    Eastern Uzbekistan is a region of Uzbekistan encompassing the fertile Fergana Valley and surrounding areas near the borders with Kyrgyzstan and Tajikistan.
  • D. Khorezm Region
    Khorezm Region is an administrative region in northwestern Uzbekistan, historically part of the ancient Khwarezm civilization and centered around the city of Urgench.
  • E. Turkestan
    Turkestan is a historical region in Central Asia traditionally inhabited by various Turkic peoples and spanning parts of modern-day China, Kazakhstan, Kyrgyzstan, Uzbekistan, Turkmenistan, and neighboring areas.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fcaf610819092bcd3b871665aa5 completed April 1, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1229ec9448190bac9b7a38e030833 completed April 4, 2026, 2:39 p.m.
NEDg Description generation batch_69d1245db2e48190a56a797a681316d9 completed April 4, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69d124c2a48c819098a24dd2aac734e1 completed April 4, 2026, 2:48 p.m.
Created at: March 30, 2026, 7:52 p.m.