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.