Triple

T3782754
Position Surface form Disambiguated ID Type / Status
Subject STM mobile app E85456 entity
Predicate hasRealTimeInfoFor P30947 FINISHED
Object STM bus network E85451 NE FINISHED

How this triple was built (3 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: STM bus network | Statement: [STM mobile app, hasRealTimeInfoFor, STM bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: STM bus network
Context triple: [STM mobile app, hasRealTimeInfoFor, STM bus network]
  • A. STM bus network chosen
    The STM bus network is the extensive system of urban bus routes serving neighborhoods across the island of Montreal as part of the city’s public transit infrastructure.
  • B. TMB bus network
    The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
  • C. Eshot bus network
    The Eshot bus network is the primary public bus system serving İzmir, Turkey, providing extensive urban and suburban transportation across the metropolitan area.
  • D. Macrobús bus rapid transit system
    The Macrobús bus rapid transit system is a high-capacity, dedicated-lane bus network serving the Guadalajara metropolitan area in Mexico as part of its integrated public transit system.
  • E. STCP bus network
    The STCP bus network is the primary public bus system serving Porto, Portugal and its metropolitan area, operated by Sociedade de Transportes Colectivos do Porto.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRealTimeInfoFor
Context triple: [STM mobile app, hasRealTimeInfoFor, STM bus network]
  • A. hasRealTimeInformation chosen
    Indicates that up-to-date, continuously refreshed information is available about the related entity or event.
  • B. isCalculatedInRealTime
    Indicates that the value or result is computed dynamically at the moment of use rather than being precomputed or stored.
  • C. hasTimeDepth
    Indicates that something possesses or spans a measurable extent of time, such as duration, historical depth, or temporal layering.
  • D. hasTimeStart
    Indicates that an event, process, or state begins at a specific point in time.
  • E. supportsRealTimePresence
    Indicates that an entity provides or enables real-time awareness of other users’ current status, activity, or availability.
  • F. None of above.

Provenance (4 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee634c6ac819099653c660c286746 completed March 9, 2026, 3:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb19229c8190a6f0ee4ae7f52dab completed March 14, 2026, 6:07 a.m.
PD Predicate disambiguation batch_69aee3d3c92c819081d9d5c45ef37a5d completed March 9, 2026, 3:14 p.m.
Created at: March 9, 2026, 3:13 p.m.