Triple

T15411220
Position Surface form Disambiguated ID Type / Status
Subject Los Mochis International Airport E368595 entity
Predicate hasServiceArea P82 FINISHED
Object Los Mochis metropolitan area
The Los Mochis metropolitan area is an urban agglomeration in northern Sinaloa, Mexico, centered on the city of Los Mochis and serving as a regional hub for commerce and transportation.
 E1160195 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: Los Mochis metropolitan area | Statement: [Los Mochis International Airport, hasServiceArea, Los Mochis metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Mochis metropolitan area
Context triple: [Los Mochis International Airport, hasServiceArea, Los Mochis metropolitan area]
  • A. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • B. Mexicali metropolitan area
    The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
  • C. Zacatecas metropolitan area
    The Zacatecas metropolitan area is an urban agglomeration in central Mexico centered on the city of Zacatecas and its surrounding municipalities, serving as a regional hub for administration, commerce, and culture.
  • D. Celaya metropolitan area
    The Celaya metropolitan area is a major urban and economic hub in the state of Guanajuato, Mexico, centered on the city of Celaya and its surrounding municipalities.
  • E. Tampico metropolitan area
    The Tampico metropolitan area is an urban agglomeration in northeastern Mexico centered on the port city of Tampico and its surrounding municipalities in Tamaulipas and Veracruz.
  • 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: Los Mochis metropolitan area
Triple: [Los Mochis International Airport, hasServiceArea, Los Mochis metropolitan area]
Generated description
The Los Mochis metropolitan area is an urban agglomeration in northern Sinaloa, Mexico, centered on the city of Los Mochis and serving as a regional hub for commerce and transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Los Mochis metropolitan area
Target entity description: The Los Mochis metropolitan area is an urban agglomeration in northern Sinaloa, Mexico, centered on the city of Los Mochis and serving as a regional hub for commerce and transportation.
  • A. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • B. Mexicali metropolitan area
    The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
  • C. Zacatecas metropolitan area
    The Zacatecas metropolitan area is an urban agglomeration in central Mexico centered on the city of Zacatecas and its surrounding municipalities, serving as a regional hub for administration, commerce, and culture.
  • D. Celaya metropolitan area
    The Celaya metropolitan area is a major urban and economic hub in the state of Guanajuato, Mexico, centered on the city of Celaya and its surrounding municipalities.
  • E. Tampico metropolitan area
    The Tampico metropolitan area is an urban agglomeration in northeastern Mexico centered on the port city of Tampico and its surrounding municipalities in Tamaulipas and Veracruz.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea600b48190a3dbca1a68a2a1cd completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff364f8ab481909f88e6b5fb42cd19 completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff3830f0148190846bd24db1e0d754 completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:20 a.m.