Triple

T16738170
Position Surface form Disambiguated ID Type / Status
Subject Parque Central (Guatemala City) E406768 entity
Predicate hasPublicTransportConnection P3791 FINISHED
Object Transmetro Guatemala
Transmetro Guatemala is a bus rapid transit system serving Guatemala City with dedicated lanes and modern articulated buses to improve urban mobility.
E1230357 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: Transmetro Guatemala | Statement: [Parque Central (Guatemala City), hasPublicTransportConnection, Transmetro Guatemala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transmetro Guatemala
Context triple: [Parque Central (Guatemala City), hasPublicTransportConnection, Transmetro Guatemala]
  • A. TransMilenio bus rapid transit
    TransMilenio bus rapid transit is Bogotá’s high-capacity, bus-based mass transit system known for its dedicated lanes, large articulated buses, and station-based fare collection designed to improve urban mobility.
  • B. Mexico City Metrobús
    Mexico City Metrobús is a bus rapid transit (BRT) system that operates high-capacity articulated buses along dedicated lanes across Mexico City.
  • C. Mexibús bus rapid transit system
    The Mexibús bus rapid transit system is a network of dedicated-lane, high-capacity bus corridors serving the State of Mexico in the Greater Mexico City metropolitan area.
  • D. Tacuba bus terminal
    Tacuba bus terminal is a major public transportation hub in Mexico City that connects local bus routes and other transit services for the Tacuba neighborhood and surrounding areas.
  • E. Mexico City Metro Line 12
    Mexico City Metro Line 12 is a major east–west rapid transit line in Mexico City, known as the “Golden Line” and serving numerous southern neighborhoods with both underground and elevated sections.
  • 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: Transmetro Guatemala
Triple: [Parque Central (Guatemala City), hasPublicTransportConnection, Transmetro Guatemala]
Generated description
Transmetro Guatemala is a bus rapid transit system serving Guatemala City with dedicated lanes and modern articulated buses to improve urban mobility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transmetro Guatemala
Target entity description: Transmetro Guatemala is a bus rapid transit system serving Guatemala City with dedicated lanes and modern articulated buses to improve urban mobility.
  • A. TransMilenio bus rapid transit
    TransMilenio bus rapid transit is Bogotá’s high-capacity, bus-based mass transit system known for its dedicated lanes, large articulated buses, and station-based fare collection designed to improve urban mobility.
  • B. Mexico City Metrobús
    Mexico City Metrobús is a bus rapid transit (BRT) system that operates high-capacity articulated buses along dedicated lanes across Mexico City.
  • C. Mexibús bus rapid transit system
    The Mexibús bus rapid transit system is a network of dedicated-lane, high-capacity bus corridors serving the State of Mexico in the Greater Mexico City metropolitan area.
  • D. Tacuba bus terminal
    Tacuba bus terminal is a major public transportation hub in Mexico City that connects local bus routes and other transit services for the Tacuba neighborhood and surrounding areas.
  • E. Mexico City Metro Line 12
    Mexico City Metro Line 12 is a major east–west rapid transit line in Mexico City, known as the “Golden Line” and serving numerous southern neighborhoods with both underground and elevated sections.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3b60fc81908cf331448b4b5598 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb209cc819081c5fb2c89583602 completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.