Triple
T22325733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perm II railway station |
E551895
|
entity |
| Predicate | isMajorPassengerHubOf |
P133642
|
FINISHED |
| Object | Perm urban agglomeration |
—
|
NE NERFINISHED |
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: Perm urban agglomeration | Statement: [Perm II railway station, isMajorPassengerHubOf, Perm urban agglomeration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perm urban agglomeration Context triple: [Perm II railway station, isMajorPassengerHubOf, Perm urban agglomeration]
-
A.
urban agglomeration of Quebec City
The urban agglomeration of Quebec City is a metropolitan area in Quebec, Canada, encompassing Quebec City and its surrounding municipalities as a unified urban region.
-
B.
Split metropolitan area
The Split metropolitan area is the urban agglomeration centered on the coastal city of Split in Croatia, encompassing its surrounding towns and suburbs as a single functional city region.
-
C.
Dubbo urban area
Dubbo urban area is the main population and commercial center surrounding the regional city of Dubbo in New South Wales, Australia.
-
D.
Urban Dynamics
Urban Dynamics is a pioneering systems dynamics book by Jay Forrester that models and analyzes the complex feedback processes driving growth, decline, and policy outcomes in urban environments.
-
E.
Urbania
Urbania is a 2000 independent psychological drama film that follows a traumatized man wandering New York City in search of the person who committed a violent hate crime against him.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perm urban agglomeration Target entity description: The Perm urban agglomeration is a major metropolitan area in Russia centered on the city of Perm, serving as an important industrial, cultural, and transportation hub in the Ural region.
-
A.
urban agglomeration of Quebec City
The urban agglomeration of Quebec City is a metropolitan area in Quebec, Canada, encompassing Quebec City and its surrounding municipalities as a unified urban region.
-
B.
Split metropolitan area
The Split metropolitan area is the urban agglomeration centered on the coastal city of Split in Croatia, encompassing its surrounding towns and suburbs as a single functional city region.
-
C.
Dubbo urban area
Dubbo urban area is the main population and commercial center surrounding the regional city of Dubbo in New South Wales, Australia.
-
D.
Urban Dynamics
Urban Dynamics is a pioneering systems dynamics book by Jay Forrester that models and analyzes the complex feedback processes driving growth, decline, and policy outcomes in urban environments.
-
E.
Urbania
Urbania is a 2000 independent psychological drama film that follows a traumatized man wandering New York City in search of the person who committed a violent hate crime against him.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isMajorPassengerHubOf Context triple: [Perm II railway station, isMajorPassengerHubOf, Perm urban agglomeration]
-
A.
isPrimaryPassengerHubOf
chosen
Indicates that a location serves as the main passenger transportation hub for a particular carrier, network, or region.
-
B.
isMajorRegionalAirportFor
Indicates that an airport serves as a primary or significant air travel hub for a particular region.
-
C.
isLargestPassengerTerminalOf
Indicates that one entity is the largest passenger terminal within or associated with another entity (such as a transport hub or system).
-
D.
hasMajorCityHub
Indicates that an entity contains or is associated with a primary, high-importance city that functions as a central hub for activity, services, or connectivity.
-
E.
isOnlyInternationalAirportOf
Indicates that an airport is the single, unique international airport serving a particular city, region, or country.
- F. None of above.
Provenance (3 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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15768696481909be124e86c23d551 |
completed | April 29, 2026, 12:57 a.m. |
| PD | Predicate disambiguation | batch_69e73004d9e88190bb862319a5aea06b |
completed | April 21, 2026, 8:06 a.m. |
Created at: April 16, 2026, 8:42 p.m.