Triple

T9252239
Position Surface form Disambiguated ID Type / Status
Subject Kommunarka station E222351 entity
Predicate isPartOfExpansion P8787 FINISHED
Object New Moscow transport development program
The New Moscow transport development program is a large-scale urban infrastructure initiative aimed at expanding and modernizing public transit in the newly incorporated territories of Moscow.
E787670 NE FINISHED

How this triple was built (5 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: New Moscow transport development program | Statement: [Kommunarka station, isPartOfExpansion, New Moscow transport development program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Moscow transport development program
Context triple: [Kommunarka station, isPartOfExpansion, New Moscow transport development program]
  • A. Moscow public transport network
    The Moscow public transport network is an extensive integrated system of metro lines, buses, trams, trolleybuses, and rail services that provides comprehensive urban and suburban mobility across Russia’s capital.
  • B. Moscow unified ticketing system
    The Moscow unified ticketing system is an integrated public transport payment system that allows passengers to use a single fare medium across Moscow’s metro, buses, trams, and other transit services.
  • C. Moscow Department of Transport
    The Moscow Department of Transport is the municipal authority responsible for planning, regulating, and managing public transportation and traffic infrastructure in the city of Moscow.
  • D. Moscow tram network
    The Moscow tram network is an extensive urban tramway system that complements the Moscow Metro by providing surface-level public transportation across the city.
  • E. Novosibirsk Metro
    Novosibirsk Metro is a rapid transit system in Novosibirsk, Russia, serving as a key component of the city's public transportation network with several lines and stations across the urban area.
  • 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: New Moscow transport development program
Triple: [Kommunarka station, isPartOfExpansion, New Moscow transport development program]
Generated description
The New Moscow transport development program is a large-scale urban infrastructure initiative aimed at expanding and modernizing public transit in the newly incorporated territories of Moscow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Moscow transport development program
Target entity description: The New Moscow transport development program is a large-scale urban infrastructure initiative aimed at expanding and modernizing public transit in the newly incorporated territories of Moscow.
  • A. Moscow public transport network
    The Moscow public transport network is an extensive integrated system of metro lines, buses, trams, trolleybuses, and rail services that provides comprehensive urban and suburban mobility across Russia’s capital.
  • B. Moscow unified ticketing system
    The Moscow unified ticketing system is an integrated public transport payment system that allows passengers to use a single fare medium across Moscow’s metro, buses, trams, and other transit services.
  • C. Moscow Department of Transport
    The Moscow Department of Transport is the municipal authority responsible for planning, regulating, and managing public transportation and traffic infrastructure in the city of Moscow.
  • D. Moscow tram network
    The Moscow tram network is an extensive urban tramway system that complements the Moscow Metro by providing surface-level public transportation across the city.
  • E. Novosibirsk Metro
    Novosibirsk Metro is a rapid transit system in Novosibirsk, Russia, serving as a key component of the city's public transportation network with several lines and stations across the urban area.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfExpansion
Context triple: [Kommunarka station, isPartOfExpansion, New Moscow transport development program]
  • A. hasExpansionSetNumber
    Indicates that an entity is associated with a specific numbered position or identifier within an expansion set.
  • B. hasExpansion
    Indicates that one entity serves as a larger, extended, or elaborated form of another entity.
  • C. hasExpansionType
    Indicates that an entity is associated with a particular mode or category of expansion (such as how it grows, extends, or scales).
  • D. expandsIn chosen
    Indicates that one entity grows, spreads, or extends its presence or influence within the space, scope, or context defined by another entity.
  • E. expansionSlots
    Indicates that an entity provides one or more hardware expansion slots available for adding additional components or capabilities.
  • F. None of above.

Provenance (6 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_69ca841d2b18819089f9faf5b2c2aec0 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd05fb1454819098f452846ca4ca61 completed April 1, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780650648190bc85452678268134 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d080275cdc8190bb900671756bacb8 completed April 4, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69d080c936348190a3bfda72ff5ec5c0 completed April 4, 2026, 3:08 a.m.
PD Predicate disambiguation batch_69cc7a4e79e48190b3200247f4624867 completed April 1, 2026, 1:52 a.m.
Created at: March 30, 2026, 7:31 p.m.