Triple

T11300152
Position Surface form Disambiguated ID Type / Status
Subject Mexico City fire department E267560 entity
Predicate collaboratesWith P37 FINISHED
Object Mexico City emergency medical services
Mexico City emergency medical services is the city’s pre-hospital care system that provides urgent medical response, stabilization, and transport for residents and visitors across the metropolitan area.
 E917898 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: Mexico City emergency medical services | Statement: [Mexico City fire department, collaboratesWith, Mexico City emergency medical services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mexico City emergency medical services
Context triple: [Mexico City fire department, collaboratesWith, Mexico City emergency medical services]
  • A. Mexico City fire department
    The Mexico City fire department is the municipal emergency service responsible for firefighting, rescue operations, and disaster response throughout Mexico City.
  • B. Hospital México
    Hospital México is a major public hospital in San José, Costa Rica, known for providing specialized and high-complexity medical care.
  • C. Hospital de Jesús Nazareno, Mexico City
    Hospital de Jesús Nazareno in Mexico City is a historic colonial-era hospital founded by Hernán Cortés, notable as one of the oldest medical institutions in the Americas and the site of Cortés’s burial.
  • D. Mexico City Metro
    The Mexico City Metro is a large rapid transit system serving Mexico City and its metropolitan area, known for its extensive network, high ridership, and iconic pictogram-based station signage.
  • E. Mexico City metropolitan airport system
    The Mexico City metropolitan airport system is an integrated network of airports serving the greater Mexico City area, designed to distribute air traffic and improve regional connectivity.
  • 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: Mexico City emergency medical services
Triple: [Mexico City fire department, collaboratesWith, Mexico City emergency medical services]
Generated description
Mexico City emergency medical services is the city’s pre-hospital care system that provides urgent medical response, stabilization, and transport for residents and visitors across the metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mexico City emergency medical services
Target entity description: Mexico City emergency medical services is the city’s pre-hospital care system that provides urgent medical response, stabilization, and transport for residents and visitors across the metropolitan area.
  • A. Mexico City fire department
    The Mexico City fire department is the municipal emergency service responsible for firefighting, rescue operations, and disaster response throughout Mexico City.
  • B. Hospital México
    Hospital México is a major public hospital in San José, Costa Rica, known for providing specialized and high-complexity medical care.
  • C. Hospital de Jesús Nazareno, Mexico City
    Hospital de Jesús Nazareno in Mexico City is a historic colonial-era hospital founded by Hernán Cortés, notable as one of the oldest medical institutions in the Americas and the site of Cortés’s burial.
  • D. Mexico City Metro
    The Mexico City Metro is a large rapid transit system serving Mexico City and its metropolitan area, known for its extensive network, high ridership, and iconic pictogram-based station signage.
  • E. Mexico City metropolitan airport system
    The Mexico City metropolitan airport system is an integrated network of airports serving the greater Mexico City area, designed to distribute air traffic and improve regional connectivity.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a4aad4819097384e1b591be2e3 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a4af56881908cc395b6687d40a9 completed April 19, 2026, 5 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.