Triple

T23109860
Position Surface form Disambiguated ID Type / Status
Subject Alto Valle urban agglomeration E576285 entity
Predicate formsContinuousUrbanArea P38278 FINISHED
Object Neuquén–Cipolletti–General Roca corridor
The Neuquén–Cipolletti–General Roca corridor is a major urban and economic axis in northern Patagonia, Argentina, linking several closely connected cities within the Alto Valle region.
E1570651 NE FINISHED

How this triple was built (5 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: Neuquén–Cipolletti–General Roca corridor | Statement: [Alto Valle urban agglomeration, formsContinuousUrbanArea, Neuquén–Cipolletti–General Roca corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neuquén–Cipolletti–General Roca corridor
Context triple: [Alto Valle urban agglomeration, formsContinuousUrbanArea, Neuquén–Cipolletti–General Roca corridor]
  • A. Buenos Aires–Rosario–Córdoba corridor
    The Buenos Aires–Rosario–Córdoba corridor is a major economic and transportation axis in central Argentina that links the country’s capital with its key inland industrial and agricultural hubs.
  • B. Argentina National Route 7
    Argentina National Route 7 is a major transcontinental highway that links Buenos Aires to the Chilean border through the Andes, serving as one of the principal road corridors between Argentina and Chile.
  • C. Sarmiento Line
    The Sarmiento Line is a major commuter rail service in the Buenos Aires metropolitan area that links the city center with western suburbs.
  • D. Buenos Aires–La Plata Highway
    The Buenos Aires–La Plata Highway is a major Argentine expressway that links the capital city of Buenos Aires with the provincial capital La Plata, serving as a key commuter and transport corridor in the Buenos Aires metropolitan area.
  • E. Rosario–Santa Fe highway corridor
    The Rosario–Santa Fe highway corridor is a major road link in Argentina that connects the cities of Rosario and Santa Fe, facilitating regional transport and commerce across the province.
  • 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: Neuquén–Cipolletti–General Roca corridor
Triple: [Alto Valle urban agglomeration, formsContinuousUrbanArea, Neuquén–Cipolletti–General Roca corridor]
Generated description
The Neuquén–Cipolletti–General Roca corridor is a major urban and economic axis in northern Patagonia, Argentina, linking several closely connected cities within the Alto Valle region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neuquén–Cipolletti–General Roca corridor
Target entity description: The Neuquén–Cipolletti–General Roca corridor is a major urban and economic axis in northern Patagonia, Argentina, linking several closely connected cities within the Alto Valle region.
  • A. Buenos Aires–Rosario–Córdoba corridor
    The Buenos Aires–Rosario–Córdoba corridor is a major economic and transportation axis in central Argentina that links the country’s capital with its key inland industrial and agricultural hubs.
  • B. Argentina National Route 7
    Argentina National Route 7 is a major transcontinental highway that links Buenos Aires to the Chilean border through the Andes, serving as one of the principal road corridors between Argentina and Chile.
  • C. Sarmiento Line
    The Sarmiento Line is a major commuter rail service in the Buenos Aires metropolitan area that links the city center with western suburbs.
  • D. Buenos Aires–La Plata Highway
    The Buenos Aires–La Plata Highway is a major Argentine expressway that links the capital city of Buenos Aires with the provincial capital La Plata, serving as a key commuter and transport corridor in the Buenos Aires metropolitan area.
  • E. Rosario–Santa Fe highway corridor
    The Rosario–Santa Fe highway corridor is a major road link in Argentina that connects the cities of Rosario and Santa Fe, facilitating regional transport and commerce across the province.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formsContinuousUrbanArea
Context triple: [Alto Valle urban agglomeration, formsContinuousUrbanArea, Neuquén–Cipolletti–General Roca corridor]
  • A. formsUrbanAreaWith chosen
    Indicates that two or more settlements are geographically and functionally connected so that together they constitute a single continuous urban area.
  • B. urbanContinuity
    Indicates that two or more urban areas are spatially connected or form a continuous built-up zone without significant gaps.
  • C. coversUrbanAreas
    Indicates that something extends over, includes, or provides coverage for urban or metropolitan areas.
  • D. relatedUrbanArea
    Indicates that one urban area is geographically or functionally associated with another urban area, such as being nearby, connected, or part of the same broader metropolitan context.
  • E. urbanAreaType
    Indicates the classification of an area based on its urban characteristics or development type (e.g., city, town, suburb, metropolitan region).
  • F. None of above.

Provenance (6 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_69e245f4af548190898d434a64a1e774 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e0e58308190a355de3ae81dd510 completed April 29, 2026, 4:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23e7fdec8190a7ac3e8f18e677d8 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271e8a8c8190ba994f557f077288 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27d3befc8190bc7a3697bc0e817b completed May 19, 2026, 9:05 a.m.
PD Predicate disambiguation batch_69ef89f020588190b43393e048e7eda3 completed April 27, 2026, 4:08 p.m.
Created at: April 17, 2026, 3:58 p.m.