Triple
T18622660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yauli Province |
E455193
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Central Highway of Peru |
—
|
NE NERFINISHED |
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: Central Highway of Peru | Statement: [Yauli Province, hasTransportInfrastructure, Central Highway of Peru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Highway of Peru Context triple: [Yauli Province, hasTransportInfrastructure, Central Highway of Peru]
-
A.
Central Highway of Peru
chosen
The Central Highway of Peru is a major trans-Andean roadway that connects Lima with the central highlands and jungle regions, serving as a vital corridor for transportation and commerce.
-
B.
Arequipa–Juliaca highway
The Arequipa–Juliaca highway is a major road in southern Peru that connects the city of Arequipa with Juliaca across the Andean highlands.
-
C.
Inca causeways
Inca causeways are the elevated stone and earth roadways that formed part of the vast Inca road system, enabling efficient travel, communication, and transport across the challenging Andean terrain.
-
D.
Fernando Belaúnde Terry Highway
The Fernando Belaúnde Terry Highway is a major Peruvian roadway that links the Amazonian interior with the Andean and coastal regions, serving as a key route for transportation and regional integration.
-
E.
Southern Peru Railway
The Southern Peru Railway is a major rail line in southern Peru that connects key Andean regions and facilitates both passenger travel and freight transport, including mining exports.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f020fa08190bd78d72182496b19 |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 10, 2026, 11:46 a.m.