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.