Triple

T15882105
Position Surface form Disambiguated ID Type / Status
Subject Borderplex region E385096 entity
Predicate hasRegionalBranding P80120 FINISHED
Object Borderplex
Borderplex is a cross-border metropolitan region encompassing parts of the U.S. and Mexico, centered around the El Paso–Ciudad Juárez area and known for its integrated economy and shared cultural identity.
E1181548 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: Borderplex | Statement: [Borderplex region, hasRegionalBranding, Borderplex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Borderplex
Context triple: [Borderplex region, hasRegionalBranding, Borderplex]
  • A. The Urban Complex
    The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
  • B. Crossgates
    Crossgates is a small village in Fife, Scotland, situated near the town of Dalgety Bay.
  • C. El Portal
    El Portal is a small unincorporated community in Mariposa County, California, serving as a gateway to Yosemite National Park along the Merced River.
  • D. Black Dome
    Black Dome is a prominent high peak in New York’s Catskill Mountains, known for its steep slopes, scenic views, and status as one of the range’s highest summits.
  • E. Trongate
    Trongate is one of Glasgow’s oldest and most historic streets, known for its mix of traditional architecture, shops, and cultural venues in the city centre.
  • 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: Borderplex
Triple: [Borderplex region, hasRegionalBranding, Borderplex]
Generated description
Borderplex is a cross-border metropolitan region encompassing parts of the U.S. and Mexico, centered around the El Paso–Ciudad Juárez area and known for its integrated economy and shared cultural identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Borderplex
Target entity description: Borderplex is a cross-border metropolitan region encompassing parts of the U.S. and Mexico, centered around the El Paso–Ciudad Juárez area and known for its integrated economy and shared cultural identity.
  • A. The Urban Complex
    The Urban Complex is a significant work by economist and civil rights advocate Robert C. Weaver that analyzes the economic, social, and policy challenges facing American cities.
  • B. Crossgates
    Crossgates is a small village in Fife, Scotland, situated near the town of Dalgety Bay.
  • C. El Portal
    El Portal is a small unincorporated community in Mariposa County, California, serving as a gateway to Yosemite National Park along the Merced River.
  • D. Black Dome
    Black Dome is a prominent high peak in New York’s Catskill Mountains, known for its steep slopes, scenic views, and status as one of the range’s highest summits.
  • E. Trongate
    Trongate is one of Glasgow’s oldest and most historic streets, known for its mix of traditional architecture, shops, and cultural venues in the city centre.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRegionalBranding
Context triple: [Borderplex region, hasRegionalBranding, Borderplex]
  • A. hasBranding
    Indicates that one entity carries, displays, or is associated with the brand identity of another entity.
  • B. hasGlobalBrand
    Indicates that an entity possesses a brand that is recognized and operates across multiple countries or worldwide.
  • C. brandingRegion chosen
    Indicates the geographic or market area in which a particular brand identity, presentation, or strategy is applied or recognized.
  • D. hasCoBrand
    Indicates that two brands are jointly associated or partnered in offering a product, service, or marketing initiative.
  • E. hasTourismRegionBrand
    Indicates that an entity is associated with or belongs to a specific tourism region brand used for destination marketing or regional tourism identity.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e174de2cd48190ab18e48c9f051a2a completed April 16, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa95466e08190a967114821651e60 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa4fd9688190ba44555bd40f6442 completed May 9, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69ffab2fdd1c81909439f11ff798c168 completed May 9, 2026, 9:46 p.m.
PD Predicate disambiguation batch_69e142c3e18c8190bb7b023f4a0eaebb completed April 16, 2026, 8:12 p.m.
Created at: April 10, 2026, 4:51 a.m.