Triple
T2042572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karakum Desert |
E44776
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Turkmenistan lowlands
Turkmenistan lowlands are an extensive arid region in Turkmenistan characterized by flat desert terrain and encompassing much of the Karakum Desert.
|
E228146
|
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: Turkmenistan lowlands | Statement: [Karakum Desert, locatedIn, Turkmenistan lowlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkmenistan lowlands Context triple: [Karakum Desert, locatedIn, Turkmenistan lowlands]
-
A.
Ferghana Valley
The Ferghana Valley is a fertile and densely populated intermountain basin in Central Asia, shared mainly by Uzbekistan, Kyrgyzstan, and Tajikistan, and known as a historic crossroads of trade and culture.
-
B.
Tarim Basin
The Tarim Basin is a large endorheic desert basin in northwest China’s Xinjiang region, historically a key crossroads of the Silk Road and home to diverse ancient cultures.
-
C.
Kyzylkum Desert
The Kyzylkum Desert is a vast arid region of sandy plains and dunes located between the Amu Darya and Syr Darya rivers in Central Asia, primarily within Uzbekistan, Kazakhstan, and Turkmenistan.
-
D.
Turpan Depression
The Turpan Depression is a low-lying, extremely arid basin in Xinjiang, China, known for its intense heat, below-sea-level terrain, and historic oasis settlements along the Silk Road.
-
E.
Caspian Depression
The Caspian Depression is a vast low-lying basin in southwestern Russia and western Kazakhstan, much of it below sea level, that forms part of the northern shores and hinterland of the Caspian Sea.
- 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: Turkmenistan lowlands Triple: [Karakum Desert, locatedIn, Turkmenistan lowlands]
Generated description
Turkmenistan lowlands are an extensive arid region in Turkmenistan characterized by flat desert terrain and encompassing much of the Karakum Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turkmenistan lowlands Target entity description: Turkmenistan lowlands are an extensive arid region in Turkmenistan characterized by flat desert terrain and encompassing much of the Karakum Desert.
-
A.
Ferghana Valley
The Ferghana Valley is a fertile and densely populated intermountain basin in Central Asia, shared mainly by Uzbekistan, Kyrgyzstan, and Tajikistan, and known as a historic crossroads of trade and culture.
-
B.
Tarim Basin
The Tarim Basin is a large endorheic desert basin in northwest China’s Xinjiang region, historically a key crossroads of the Silk Road and home to diverse ancient cultures.
-
C.
Kyzylkum Desert
The Kyzylkum Desert is a vast arid region of sandy plains and dunes located between the Amu Darya and Syr Darya rivers in Central Asia, primarily within Uzbekistan, Kazakhstan, and Turkmenistan.
-
D.
Turpan Depression
The Turpan Depression is a low-lying, extremely arid basin in Xinjiang, China, known for its intense heat, below-sea-level terrain, and historic oasis settlements along the Silk Road.
-
E.
Caspian Depression
The Caspian Depression is a vast low-lying basin in southwestern Russia and western Kazakhstan, much of it below sea level, that forms part of the northern shores and hinterland of the Caspian Sea.
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb95587348190bb5719faeaf0aa5d |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ffbbf948190a89932013b463f85 |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20946a288190a3bd2a19e3608e86 |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2109d17c819094a298a822064052 |
completed | March 9, 2026, 1:23 a.m. |
Created at: March 4, 2026, 7:39 p.m.