Triple

T6830706
Position Surface form Disambiguated ID Type / Status
Subject Escuinapa E157128 entity
Predicate transportConnection P1298 FINISHED
Object Mazatlán–Nayarit coastal corridor
The Mazatlán–Nayarit coastal corridor is a major highway and tourism route along Mexico’s Pacific coast that links the city of Mazatlán in Sinaloa with beach destinations in the state of Nayarit.
E621047 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: Mazatlán–Nayarit coastal corridor | Statement: [Escuinapa, transportConnection, Mazatlán–Nayarit coastal corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mazatlán–Nayarit coastal corridor
Context triple: [Escuinapa, transportConnection, Mazatlán–Nayarit coastal corridor]
  • A. Cancún–Tulum corridor
    The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
  • B. Baja California border corridor
    The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
  • C. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • D. Costa Esmeralda de Oaxaca
    Costa Esmeralda de Oaxaca is a scenic stretch of Pacific coastline in the state of Oaxaca, Mexico, known for its beaches, coastal landscapes, and growing appeal as a tourist destination.
  • E. Mixteca Baja
    Mixteca Baja is a region in southern Mexico that formed a core area of the pre-Columbian Mixtec civilization.
  • 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: Mazatlán–Nayarit coastal corridor
Triple: [Escuinapa, transportConnection, Mazatlán–Nayarit coastal corridor]
Generated description
The Mazatlán–Nayarit coastal corridor is a major highway and tourism route along Mexico’s Pacific coast that links the city of Mazatlán in Sinaloa with beach destinations in the state of Nayarit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mazatlán–Nayarit coastal corridor
Target entity description: The Mazatlán–Nayarit coastal corridor is a major highway and tourism route along Mexico’s Pacific coast that links the city of Mazatlán in Sinaloa with beach destinations in the state of Nayarit.
  • A. Cancún–Tulum corridor
    The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
  • B. Baja California border corridor
    The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
  • C. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • D. Costa Esmeralda de Oaxaca
    Costa Esmeralda de Oaxaca is a scenic stretch of Pacific coastline in the state of Oaxaca, Mexico, known for its beaches, coastal landscapes, and growing appeal as a tourist destination.
  • E. Mixteca Baja
    Mixteca Baja is a region in southern Mexico that formed a core area of the pre-Columbian Mixtec civilization.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d62820808190ad3c244893e88699 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723f73eec81908c666888a19c0b29 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c725139d748190ba9588c31b5188bd completed March 28, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69c725749efc8190b00fb7f2e44150dd completed March 28, 2026, 12:48 a.m.
Created at: March 27, 2026, 2:18 p.m.