Triple

T22242235
Position Surface form Disambiguated ID Type / Status
Subject Paucarpata District E549750 entity
Predicate hasTransportConnection P845 FINISHED
Object Arequipa urban transport network
The Arequipa urban transport network is the public transportation system serving the city of Arequipa and its surrounding districts in southern Peru, integrating buses and other transit services across the metropolitan area.
 E1527407 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: Arequipa urban transport network | Statement: [Paucarpata District, hasTransportConnection, Arequipa urban transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arequipa urban transport network
Context triple: [Paucarpata District, hasTransportConnection, Arequipa urban transport network]
  • A. San Salvador urban transport network
    The San Salvador urban transport network is the system of buses, microbuses, and related public transit services that connect the capital city of El Salvador with surrounding municipalities and neighborhoods.
  • B. Lima public transport network
    The Lima public transport network is the integrated system of buses, bus rapid transit (Metropolitano), light rail (Metro de Lima), and other services that connect districts across Peru’s capital city.
  • C. Santiago urban highway network
    The Santiago urban highway network is an integrated system of urban expressways and toll roads that facilitates high-capacity vehicular traffic across the metropolitan area of Santiago, Chile.
  • D. Lima Metro
    Lima Metro is the rapid transit system serving the Lima metropolitan area in Peru, providing urban rail transportation across the city and its surroundings.
  • E. Santiago bus network
    The Santiago bus network is the extensive public transportation system of Chile’s capital, integrating city buses with the metro to serve urban and suburban areas.
  • 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: Arequipa urban transport network
Triple: [Paucarpata District, hasTransportConnection, Arequipa urban transport network]
Generated description
The Arequipa urban transport network is the public transportation system serving the city of Arequipa and its surrounding districts in southern Peru, integrating buses and other transit services across the metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arequipa urban transport network
Target entity description: The Arequipa urban transport network is the public transportation system serving the city of Arequipa and its surrounding districts in southern Peru, integrating buses and other transit services across the metropolitan area.
  • A. San Salvador urban transport network
    The San Salvador urban transport network is the system of buses, microbuses, and related public transit services that connect the capital city of El Salvador with surrounding municipalities and neighborhoods.
  • B. Lima public transport network
    The Lima public transport network is the integrated system of buses, bus rapid transit (Metropolitano), light rail (Metro de Lima), and other services that connect districts across Peru’s capital city.
  • C. Santiago urban highway network
    The Santiago urban highway network is an integrated system of urban expressways and toll roads that facilitates high-capacity vehicular traffic across the metropolitan area of Santiago, Chile.
  • D. Lima Metro
    Lima Metro is the rapid transit system serving the Lima metropolitan area in Peru, providing urban rail transportation across the city and its surroundings.
  • E. Santiago bus network
    The Santiago bus network is the extensive public transportation system of Chile’s capital, integrating city buses with the metro to serve urban and suburban areas.
  • 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_69e11e41d9408190bd770cf282e22753 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f132150a3c81908eba0683819e26d0 completed April 28, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab65a809c8190be94c20c994dcdbb completed May 18, 2026, 6:48 a.m.
NEDg Description generation batch_6a0ab7f904bc81909addafee8773eae0 completed May 18, 2026, 6:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab891ba1c81909c9e9a5f29d4eb54 completed May 18, 2026, 6:58 a.m.
Created at: April 16, 2026, 8:38 p.m.