Triple

T21558638
Position Surface form Disambiguated ID Type / Status
Subject Concepción transport network E531956 entity
Predicate includesRoad P85887 FINISHED
Object Ruta 160
Ruta 160 is a major highway in Chile’s Biobío Region that connects the city of Concepción with coastal and southern localities, serving as a key corridor for regional transport and commerce.
E1491143 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: Ruta 160 | Statement: [Concepción transport network, includesRoad, Ruta 160]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruta 160
Context triple: [Concepción transport network, includesRoad, Ruta 160]
  • A. Ruta 18
    Ruta 18 is a national highway in Uruguay that serves as an important regional connector in the eastern part of the country.
  • B. Ruta 57
    Ruta 57 is a major Chilean highway that links Santiago with the northern city of Los Andes and serves as a key route toward the border with Argentina.
  • C. Ruta 78
    Ruta 78 is a major Chilean highway that connects Santiago with the coastal city of San Antonio, serving as a key route to the central coast.
  • D. 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.
  • E. Ruta 7
    Ruta 7 is a famous Chilean highway, also known as the Carretera Austral, that runs through remote and scenic regions of Patagonia.
  • 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: Ruta 160
Triple: [Concepción transport network, includesRoad, Ruta 160]
Generated description
Ruta 160 is a major highway in Chile’s Biobío Region that connects the city of Concepción with coastal and southern localities, serving as a key corridor for regional transport and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruta 160
Target entity description: Ruta 160 is a major highway in Chile’s Biobío Region that connects the city of Concepción with coastal and southern localities, serving as a key corridor for regional transport and commerce.
  • A. Ruta 18
    Ruta 18 is a national highway in Uruguay that serves as an important regional connector in the eastern part of the country.
  • B. Ruta 57
    Ruta 57 is a major Chilean highway that links Santiago with the northern city of Los Andes and serves as a key route toward the border with Argentina.
  • C. Ruta 78
    Ruta 78 is a major Chilean highway that connects Santiago with the coastal city of San Antonio, serving as a key route to the central coast.
  • D. 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.
  • E. Ruta 7
    Ruta 7 is a famous Chilean highway, also known as the Carretera Austral, that runs through remote and scenic regions of Patagonia.
  • 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_69e0c460232c81908de2c3819d17c00e completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eed2e21c5c8190aa32795e41f1550e completed April 27, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f66c46e0819093cfdc3ed879ae8c completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f79c01e481908dd93f2de2bfd72c completed May 17, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a09f7f91058819081d7230042ec080c completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:29 p.m.