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.