Triple

T20860180
Position Surface form Disambiguated ID Type / Status
Subject Huari archaeological site E513593 entity
Predicate associatedWith P37 FINISHED
Object Wari road network
The Wari road network was an extensive pre-Inca system of roads and pathways that connected the Wari Empire’s major centers across the central Andes, facilitating administration, trade, and communication.
E1454186 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: Wari road network | Statement: [Huari archaeological site, associatedWith, Wari road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wari road network
Context triple: [Huari archaeological site, associatedWith, Wari road network]
  • 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. 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.
  • C. Central Highway of Peru
    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.
  • 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. Wari provincial administration
    Wari provincial administration refers to the regional governing system of the Wari Empire, which managed provincial centers and territories through planned urban sites, administrative architecture, and bureaucratic control in the central Andes.
  • 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: Wari road network
Triple: [Huari archaeological site, associatedWith, Wari road network]
Generated description
The Wari road network was an extensive pre-Inca system of roads and pathways that connected the Wari Empire’s major centers across the central Andes, facilitating administration, trade, and communication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wari road network
Target entity description: The Wari road network was an extensive pre-Inca system of roads and pathways that connected the Wari Empire’s major centers across the central Andes, facilitating administration, trade, and communication.
  • 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. 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.
  • C. Central Highway of Peru
    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.
  • 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. Wari provincial administration
    Wari provincial administration refers to the regional governing system of the Wari Empire, which managed provincial centers and territories through planned urban sites, administrative architecture, and bureaucratic control in the central Andes.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3aba3d0819093431f38f0095a71 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0f5c088190a2db09ce9ecbfcc3 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bc252dc8190a96a98b2160826b5 completed May 17, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a090cc818b4819089ed588d3e460aa2 completed May 17, 2026, 12:33 a.m.
Created at: April 16, 2026, 12:44 p.m.