Triple
T2960360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balkanabat |
E80031
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
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.
|
E313889
|
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: Ashgabat–Türkmenbaşy highway | Statement: [Balkanabat, roadConnection, Ashgabat–Türkmenbaşy highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashgabat–Türkmenbaşy highway Context triple: [Balkanabat, roadConnection, Ashgabat–Türkmenbaşy highway]
-
A.
Türkmenabat–Farap route
The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
-
B.
Hazara Motorway
Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
-
C.
Kabul–Mazar-i-Sharif road
The Kabul–Mazar-i-Sharif road is a major highway in Afghanistan that connects the capital Kabul with the northern city of Mazar-i-Sharif, traversing the Hindu Kush mountains via the strategic Salang Pass.
-
D.
Quetta–Taftan Highway
The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
-
E.
Northern Marmara Motorway
The Northern Marmara Motorway is a major Turkish highway encircling Istanbul on the northern side, designed to ease traffic congestion and improve transit between Europe and Asia.
- 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: Ashgabat–Türkmenbaşy highway Triple: [Balkanabat, roadConnection, Ashgabat–Türkmenbaşy highway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashgabat–Türkmenbaşy highway Target entity description: 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.
-
A.
Türkmenabat–Farap route
The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
-
B.
Hazara Motorway
Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
-
C.
Kabul–Mazar-i-Sharif road
The Kabul–Mazar-i-Sharif road is a major highway in Afghanistan that connects the capital Kabul with the northern city of Mazar-i-Sharif, traversing the Hindu Kush mountains via the strategic Salang Pass.
-
D.
Quetta–Taftan Highway
The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
-
E.
Northern Marmara Motorway
The Northern Marmara Motorway is a major Turkish highway encircling Istanbul on the northern side, designed to ease traffic congestion and improve transit between Europe and Asia.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992dd4248190b5f3d4f342593b8c |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc923d888190a68075dfaa9e90b2 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd7d1cc88190a4f533a92d7e6de3 |
completed | March 11, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fde74b608190b59da720c90adfeb |
completed | March 11, 2026, 5:30 a.m. |
Created at: March 8, 2026, 2:57 p.m.