Triple

T21237567
Position Surface form Disambiguated ID Type / Status
Subject Huacaypata E523384 entity
Predicate associatedWith P37 FINISHED
Object Inca road network
The Inca road network was an extensive and sophisticated system of roads and trails spanning much of western South America, enabling communication, trade, and military movement across the vast Inca Empire.
E1473112 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: Inca road network | Statement: [Huacaypata, associatedWith, Inca road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inca road network
Context triple: [Huacaypata, associatedWith, Inca road network]
  • A. 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.
  • B. 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.
  • C. Inca terraces
    Inca terraces are ancient stepped agricultural platforms built into Andean mountainsides by the Inca civilization to maximize arable land and manage water and soil in steep terrain.
  • D. Inca bridges
    Inca bridges are traditional Andean suspension structures, often made from woven grass or fiber ropes, that enabled the Inca Empire’s road network to cross deep gorges and rivers.
  • E. Inca tambos
    Inca tambos were roadside way stations of the Inca Empire that provided lodging, supplies, and administrative support along the imperial road network.
  • 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: Inca road network
Triple: [Huacaypata, associatedWith, Inca road network]
Generated description
The Inca road network was an extensive and sophisticated system of roads and trails spanning much of western South America, enabling communication, trade, and military movement across the vast Inca Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inca road network
Target entity description: The Inca road network was an extensive and sophisticated system of roads and trails spanning much of western South America, enabling communication, trade, and military movement across the vast Inca Empire.
  • A. 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.
  • B. 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.
  • C. Inca terraces
    Inca terraces are ancient stepped agricultural platforms built into Andean mountainsides by the Inca civilization to maximize arable land and manage water and soil in steep terrain.
  • D. Inca bridges
    Inca bridges are traditional Andean suspension structures, often made from woven grass or fiber ropes, that enabled the Inca Empire’s road network to cross deep gorges and rivers.
  • E. Inca tambos
    Inca tambos were roadside way stations of the Inca Empire that provided lodging, supplies, and administrative support along the imperial road network.
  • 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_69e0b513b89c81908b27147e91368db2 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735212ad4819082d85f4d4342faf9 completed April 21, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986f235b08190bd0a7ded7e1c9cbc completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a09877c03508190ae15fc181e3cc05e completed May 17, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09884d294c8190911935ae7b162b1f completed May 17, 2026, 9:20 a.m.
Created at: April 16, 2026, 3:46 p.m.