Triple
T664699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Albuquerque, New Mexico, United States |
E12833
|
entity |
| Predicate | transportationSystem |
P941
|
FINISHED |
| Object |
Albuquerque Rapid Transit
Albuquerque Rapid Transit is a bus rapid transit system in Albuquerque, New Mexico, designed to provide faster, higher-capacity public transportation along key corridors in the city.
|
E82184
|
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: Albuquerque Rapid Transit | Statement: [Albuquerque, New Mexico, United States, transportationSystem, Albuquerque Rapid Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albuquerque Rapid Transit Context triple: [Albuquerque, New Mexico, United States, transportationSystem, Albuquerque Rapid Transit]
-
A.
New Mexico Rail Runner Express
The New Mexico Rail Runner Express is a commuter rail service that connects major cities and communities in central New Mexico, including Albuquerque and Santa Fe.
-
B.
Trinity Metro
Trinity Metro is the public transportation agency that operates bus and rail services, including commuter rail, in the Fort Worth area of the Dallas–Fort Worth metroplex in Texas.
-
C.
DART Light Rail
DART Light Rail is a light rail transit system serving the Dallas–Fort Worth metropolitan area, operated by Dallas Area Rapid Transit.
-
D.
PHX Sky Train
PHX Sky Train is an automated people mover system that transports passengers between terminals, parking areas, and the light rail at Phoenix Sky Harbor International Airport.
-
E.
Hudson–Bergen Light Rail
The Hudson–Bergen Light Rail is a modern light rail transit system serving waterfront communities and urban centers in Hudson County, New Jersey, providing frequent local service along the Hudson River corridor.
- 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: Albuquerque Rapid Transit Triple: [Albuquerque, New Mexico, United States, transportationSystem, Albuquerque Rapid Transit]
Generated description
Albuquerque Rapid Transit is a bus rapid transit system in Albuquerque, New Mexico, designed to provide faster, higher-capacity public transportation along key corridors in the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Albuquerque Rapid Transit Target entity description: Albuquerque Rapid Transit is a bus rapid transit system in Albuquerque, New Mexico, designed to provide faster, higher-capacity public transportation along key corridors in the city.
-
A.
New Mexico Rail Runner Express
The New Mexico Rail Runner Express is a commuter rail service that connects major cities and communities in central New Mexico, including Albuquerque and Santa Fe.
-
B.
Trinity Metro
Trinity Metro is the public transportation agency that operates bus and rail services, including commuter rail, in the Fort Worth area of the Dallas–Fort Worth metroplex in Texas.
-
C.
DART Light Rail
DART Light Rail is a light rail transit system serving the Dallas–Fort Worth metropolitan area, operated by Dallas Area Rapid Transit.
-
D.
PHX Sky Train
PHX Sky Train is an automated people mover system that transports passengers between terminals, parking areas, and the light rail at Phoenix Sky Harbor International Airport.
-
E.
Hudson–Bergen Light Rail
The Hudson–Bergen Light Rail is a modern light rail transit system serving waterfront communities and urban centers in Hudson County, New Jersey, providing frequent local service along the Hudson River corridor.
- 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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fd3d8fc8190866af5c76c08f486 |
completed | March 1, 2026, 8:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c39abcbc819093797700dc32d25a |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c564d368819082b877f43236d949 |
completed | March 2, 2026, 5:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cca1851c81908e57e75dc217e517 |
completed | March 2, 2026, 5:45 p.m. |
Created at: March 1, 2026, 7:36 p.m.