Triple
T17325691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chuy Region |
E420680
|
entity |
| Predicate | hasTransportCorridor |
P3034
|
FINISHED |
| Object |
Bishkek–Almaty road
The Bishkek–Almaty road is a major international highway linking Kyrgyzstan’s capital Bishkek with Kazakhstan’s largest city Almaty, serving as a key regional trade and transit route in Central Asia.
|
E1263474
|
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: Bishkek–Almaty road | Statement: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bishkek–Almaty road Context triple: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
-
A.
Bishkek–Karakol road
The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
-
B.
Bishkek–Osh highway
The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
-
C.
Atyrau–Aktobe highway
The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
-
D.
Bishkek–Kemin–Balykchy road corridor
The Bishkek–Kemin–Balykchy road corridor is a major highway route in northern Kyrgyzstan that links the capital Bishkek with key regional towns and serves as a primary access road toward Lake Issyk-Kul.
-
E.
Ashgabat–Türkmenbaşy highway
The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
- 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: Bishkek–Almaty road Triple: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
Generated description
The Bishkek–Almaty road is a major international highway linking Kyrgyzstan’s capital Bishkek with Kazakhstan’s largest city Almaty, serving as a key regional trade and transit route in Central Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bishkek–Almaty road Target entity description: The Bishkek–Almaty road is a major international highway linking Kyrgyzstan’s capital Bishkek with Kazakhstan’s largest city Almaty, serving as a key regional trade and transit route in Central Asia.
-
A.
Bishkek–Karakol road
The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
-
B.
Bishkek–Osh highway
The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
-
C.
Atyrau–Aktobe highway
The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
-
D.
Bishkek–Kemin–Balykchy road corridor
The Bishkek–Kemin–Balykchy road corridor is a major highway route in northern Kyrgyzstan that links the capital Bishkek with key regional towns and serves as a primary access road toward Lake Issyk-Kul.
-
E.
Ashgabat–Türkmenbaşy highway
The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d24e548190a766dd246a4d63d4 |
completed | April 19, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c4c2dc08190b60982abc9ac7c9c |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018f2358b481908226aa84a7bd9d7f |
completed | May 11, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0190125abc8190ad4d1f500e3513b3 |
completed | May 11, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:43 a.m.