Triple
T627985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turkmenistan |
E15860
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Balkanabat
Balkanabat is a significant urban and administrative center in western Turkmenistan, known for serving as a regional hub for the country's oil and gas industry.
|
E80031
|
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: Balkanabat | Statement: [Turkmenistan, majorCity, Balkanabat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balkanabat Context triple: [Turkmenistan, majorCity, Balkanabat]
-
A.
Dobruja
Dobruja is a historical region in southeastern Europe along the Black Sea coast, divided between Romania and Bulgaria and known for its diverse cultural heritage and strategic location.
-
B.
Guria
Guria is a historical region in western Georgia known for its Black Sea coastline, rich folk traditions, and distinctive polyphonic singing.
-
C.
Balkans
The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
-
D.
Bór
Bór is the wartime nickname of Tadeusz Bór-Komorowski, the Polish general who commanded the Home Army and led the Warsaw Uprising during World War II.
-
E.
Adjara
Adjara is an autonomous republic in southwestern Georgia on the Black Sea coast, known for its mountainous landscapes, subtropical climate, and distinct Georgian-Muslim cultural heritage.
- 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: Balkanabat Triple: [Turkmenistan, majorCity, Balkanabat]
Generated description
Balkanabat is a significant urban and administrative center in western Turkmenistan, known for serving as a regional hub for the country's oil and gas industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balkanabat Target entity description: Balkanabat is a significant urban and administrative center in western Turkmenistan, known for serving as a regional hub for the country's oil and gas industry.
-
A.
Dobruja
Dobruja is a historical region in southeastern Europe along the Black Sea coast, divided between Romania and Bulgaria and known for its diverse cultural heritage and strategic location.
-
B.
Guria
Guria is a historical region in western Georgia known for its Black Sea coastline, rich folk traditions, and distinctive polyphonic singing.
-
C.
Balkans
The Balkans is a historically and culturally diverse region in Southeast Europe known for its complex mix of ethnicities, religions, and languages and its pivotal role in European and Mediterranean history.
-
D.
Bór
Bór is the wartime nickname of Tadeusz Bór-Komorowski, the Polish general who commanded the Home Army and led the Warsaw Uprising during World War II.
-
E.
Adjara
Adjara is an autonomous republic in southwestern Georgia on the Black Sea coast, known for its mountainous landscapes, subtropical climate, and distinct Georgian-Muslim cultural heritage.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e59e2688190b3c18b17c5db1e2b |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a57403c0208190b3ff497aade61b29 |
completed | March 2, 2026, 11:26 a.m. |
| NEDg | Description generation | batch_69a574d565c481908ce2b259cb6e6977 |
completed | March 2, 2026, 11:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5757b7f2881909caf99470b08e811 |
completed | March 2, 2026, 11:33 a.m. |
Created at: March 1, 2026, 7:35 p.m.