Triple

T4729103
Position Surface form Disambiguated ID Type / Status
Subject Quillota E104958 entity
Predicate hasTransportConnection P845 FINISHED
Object Route 5 (Pan-American Highway)
Route 5 (Pan-American Highway) is the principal north–south highway in Chile, forming the Chilean section of the Pan-American Highway and connecting major cities and regions across the country.
E465064 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: Route 5 (Pan-American Highway) | Statement: [Quillota, hasTransportConnection, Route 5 (Pan-American Highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Route 5 (Pan-American Highway)
Context triple: [Quillota, hasTransportConnection, Route 5 (Pan-American Highway)]
  • A. National Route 5
    National Route 5 is a major Argentine highway that connects the Buenos Aires metropolitan area with the interior provinces, serving as a key corridor for regional transport and commerce.
  • B. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • C. Ruta 1
    Ruta 1 is a major Costa Rican highway that forms part of the Inter-American Highway, connecting the capital San José with key cities and regions to the northwest.
  • D. National Route 54
    National Route 54 was a former Australian national highway designation that once applied to the route now known as the Warrego Highway in Queensland.
  • E. Mexican Federal Highway 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway 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: Route 5 (Pan-American Highway)
Triple: [Quillota, hasTransportConnection, Route 5 (Pan-American Highway)]
Generated description
Route 5 (Pan-American Highway) is the principal north–south highway in Chile, forming the Chilean section of the Pan-American Highway and connecting major cities and regions across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Route 5 (Pan-American Highway)
Target entity description: Route 5 (Pan-American Highway) is the principal north–south highway in Chile, forming the Chilean section of the Pan-American Highway and connecting major cities and regions across the country.
  • A. National Route 5
    National Route 5 is a major Argentine highway that connects the Buenos Aires metropolitan area with the interior provinces, serving as a key corridor for regional transport and commerce.
  • B. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • C. Ruta 1
    Ruta 1 is a major Costa Rican highway that forms part of the Inter-American Highway, connecting the capital San José with key cities and regions to the northwest.
  • D. National Route 54
    National Route 54 was a former Australian national highway designation that once applied to the route now known as the Warrego Highway in Queensland.
  • E. Mexican Federal Highway 55
    Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd646135c881909030c21a163cc619 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10a4bc0481908935278afb13503d completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be13d99f9881908dd19dd40ac87a6d completed March 21, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69be143ea2108190941294255bc4679c completed March 21, 2026, 3:45 a.m.
Created at: March 20, 2026, 1:19 p.m.