Triple
T23493263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Paraguay |
E571632
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Trans-Chaco Highway |
—
|
NE NERFINISHED |
How this triple was built (3 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: Trans-Chaco Highway | Statement: [Western Paraguay, hasTransportInfrastructure, Trans-Chaco Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Chaco Highway Context triple: [Western Paraguay, hasTransportInfrastructure, Trans-Chaco Highway]
-
A.
Argentina National Route 51
Argentina National Route 51 is a major highway in northwestern Argentina that links the city of Salta with the high-altitude Andean border crossing at Paso de Sico, serving as an important corridor toward Chile.
-
B.
Buenos Aires–La Plata Highway
The Buenos Aires–La Plata Highway is a major Argentine expressway that links the capital city of Buenos Aires with the provincial capital La Plata, serving as a key commuter and transport corridor in the Buenos Aires metropolitan area.
-
C.
Carretera Transpeninsular
Carretera Transpeninsular is the main highway running the length of Mexico’s Baja California Peninsula, connecting its northern and southern regions.
-
D.
Ruta Nacional 51
Ruta Nacional 51 is a major Argentine highway in Salta Province that links the city of Salta with the Andean town of San Antonio de los Cobres and continues toward the Chilean border through high-altitude desert landscapes.
-
E.
Argentina National Route 7
Argentina National Route 7 is a major transcontinental highway that links Buenos Aires to the Chilean border through the Andes, serving as one of the principal road corridors between Argentina and Chile.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-Chaco Highway Target entity description: The Trans-Chaco Highway is a major road crossing Paraguay’s sparsely populated Chaco region, serving as a crucial link between the country’s interior and its western and international borders.
-
A.
Argentina National Route 51
Argentina National Route 51 is a major highway in northwestern Argentina that links the city of Salta with the high-altitude Andean border crossing at Paso de Sico, serving as an important corridor toward Chile.
-
B.
Buenos Aires–La Plata Highway
The Buenos Aires–La Plata Highway is a major Argentine expressway that links the capital city of Buenos Aires with the provincial capital La Plata, serving as a key commuter and transport corridor in the Buenos Aires metropolitan area.
-
C.
Carretera Transpeninsular
Carretera Transpeninsular is the main highway running the length of Mexico’s Baja California Peninsula, connecting its northern and southern regions.
-
D.
Ruta Nacional 51
Ruta Nacional 51 is a major Argentine highway in Salta Province that links the city of Salta with the Andean town of San Antonio de los Cobres and continues toward the Chilean border through high-altitude desert landscapes.
-
E.
Argentina National Route 7
Argentina National Route 7 is a major transcontinental highway that links Buenos Aires to the Chilean border through the Andes, serving as one of the principal road corridors between Argentina and Chile.
- F. None of above. chosen
Provenance (2 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_69e245b4829881909b77a70e942bbd54 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a7de1ab88190b6c2441c63a99713 |
completed | April 29, 2026, 6:40 a.m. |
Created at: April 17, 2026, 6:05 p.m.