Triple
T16905383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huaraz |
E424546
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Pan-American Highway via Pativilca–Huaraz road
The Pan-American Highway via the Pativilca–Huaraz road is a high-altitude Andean route in Peru that links the coastal Pan-American Highway with the mountain city of Huaraz, gateway to the Cordillera Blanca.
|
E1240054
|
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: Pan-American Highway via Pativilca–Huaraz road | Statement: [Huaraz, roadConnection, Pan-American Highway via Pativilca–Huaraz road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pan-American Highway via Pativilca–Huaraz road Context triple: [Huaraz, roadConnection, Pan-American Highway via Pativilca–Huaraz road]
-
A.
Peruvian national road system
The Peruvian national road system is the country’s primary network of highways and major roads that connects its regions, cities, and economic centers across diverse coastal, Andean, and jungle terrains.
-
B.
Via Blanca highway
The Via Blanca highway is a major coastal road in Cuba that connects Havana with the eastern city of Matanzas and passes through towns such as Santa Cruz del Norte.
-
C.
Inter-American Highway in Mexico
The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
-
D.
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.
-
E.
Mexican Federal Highway 1 in La Paz area
Mexican Federal Highway 1 in the La Paz area is a major north–south roadway on the Baja California Peninsula that serves as a primary transportation corridor connecting the city of La Paz with other regions of Mexico.
- 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: Pan-American Highway via Pativilca–Huaraz road Triple: [Huaraz, roadConnection, Pan-American Highway via Pativilca–Huaraz road]
Generated description
The Pan-American Highway via the Pativilca–Huaraz road is a high-altitude Andean route in Peru that links the coastal Pan-American Highway with the mountain city of Huaraz, gateway to the Cordillera Blanca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pan-American Highway via Pativilca–Huaraz road Target entity description: The Pan-American Highway via the Pativilca–Huaraz road is a high-altitude Andean route in Peru that links the coastal Pan-American Highway with the mountain city of Huaraz, gateway to the Cordillera Blanca.
-
A.
Peruvian national road system
The Peruvian national road system is the country’s primary network of highways and major roads that connects its regions, cities, and economic centers across diverse coastal, Andean, and jungle terrains.
-
B.
Via Blanca highway
The Via Blanca highway is a major coastal road in Cuba that connects Havana with the eastern city of Matanzas and passes through towns such as Santa Cruz del Norte.
-
C.
Inter-American Highway in Mexico
The Inter-American Highway in Mexico is the portion of the Pan-American Highway system that traverses southern Mexico, connecting central regions to the Guatemalan border and facilitating international overland travel and trade.
-
D.
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.
-
E.
Mexican Federal Highway 1 in La Paz area
Mexican Federal Highway 1 in the La Paz area is a major north–south roadway on the Baja California Peninsula that serves as a primary transportation corridor connecting the city of La Paz with other regions of Mexico.
- 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_69d889da3e8c8190a2b118f383f0beac |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3c8df454c8190898ebdd75985e51c |
completed | April 18, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7b7b698819081d2e39976b69587 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c8b9e4888190b25dd3256fc13dd1 |
completed | May 10, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c9672ab881909770b4fe551ec622 |
completed | May 10, 2026, 6:07 p.m. |
Created at: April 10, 2026, 5:30 a.m.