Triple
T2042561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karakum Desert |
E44776
|
entity |
| Predicate | nameLanguage |
P15
|
FINISHED |
| Object | Turkmen |
E45445
|
NE FINISHED |
How this triple was built (2 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: Turkmen | Statement: [Karakum Desert, nameLanguage, Turkmen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turkmen Context triple: [Karakum Desert, nameLanguage, Turkmen]
-
A.
Turkmen language
The Turkmen language is a Turkic language spoken primarily in Turkmenistan and surrounding regions, closely related to Turkish and other Oghuz languages.
-
B.
Turkmens
chosen
Turkmens are a Turkic ethnic group primarily inhabiting Turkmenistan and surrounding regions, known for their shared linguistic and cultural heritage with other Oghuz Turkic peoples.
-
C.
Iraqi Turkmen
Iraqi Turkmen are a Turkic ethnic group native to Iraq, primarily concentrated in the north of the country and culturally and linguistically related to other Oghuz Turkic peoples such as Azerbaijanis and Turks.
-
D.
Kyrgyz
Kyrgyz is a Turkic language primarily spoken in Kyrgyzstan and surrounding regions of Central Asia.
-
E.
Oghuz Uzbek
Oghuz Uzbek refers to a historical Turkic group associated with the Oghuz branch that played a key role in the ethnogenesis of the Uzbek people.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ae271399a08190946b315f439b9b2f |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:39 p.m.