Triple

T20283298
Position Surface form Disambiguated ID Type / Status
Subject High Speed 2 E503204 entity
Predicate safetySystemPlanned P139537 FINISHED
Object ETCS NE NERFINISHED

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: ETCS | Statement: [High Speed 2, safetySystemPlanned, ETCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ETCS
Context triple: [High Speed 2, safetySystemPlanned, ETCS]
  • A. ETCS Level 2
    ETCS Level 2 is an advanced European train control and signalling standard that enables continuous, cab-based train supervision and high-speed, high-capacity railway operations.
  • B. ETCS Level 3
    ETCS Level 3 is an advanced, moving-block train control standard that enables continuous train integrity supervision and higher line capacity within the European Train Control System.
  • C. European Train Control System chosen
    The European Train Control System (ETCS) is a standardized, interoperable train signaling and control system used across Europe and in high-speed railways worldwide to enhance safety and efficiency.
  • D. ETCS Level 1
    ETCS Level 1 is a standardized European train control and signaling system level that uses trackside equipment and intermittent data transmission to supervise train speed and movement authority.
  • E. CTCS-2
    CTCS-2 is a train control system level within the Chinese Train Control System hierarchy, providing a standardized, lower-tier signaling and control capability compared to CTCS-3.
  • 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: safetySystemPlanned
Context triple: [High Speed 2, safetySystemPlanned, ETCS]
  • A. planningSystem
    Indicates that an entity functions as or is associated with a system responsible for organizing, scheduling, or coordinating plans or activities.
  • B. safetyDemonstration
    Indicates that an entity performs or provides a demonstration intended to explain or show safety procedures, precautions, or protocols to others.
  • C. hasEmergencySystems
    Indicates that the subject is equipped with or includes systems designed to detect, respond to, or manage emergency situations.
  • D. hasIntruderDetectionSystem
    Indicates that an entity is equipped with a system designed to detect unauthorized or intruding entities.
  • E. plannedIn
    Indicates that an event, activity, or process is scheduled or arranged to occur within a specific context, timeframe, or plan.
  • F. None of above. chosen

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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6769049b48190bc449557b79b9e81 completed April 20, 2026, 6:55 p.m.
PD Predicate disambiguation batch_69e55b1e5e1c8190ba8a5544b1db9e1d completed April 19, 2026, 10:45 p.m.
PDg Predicate description generation batch_69e56702ad04819099c1c08f28d16809 completed April 19, 2026, 11:36 p.m.
Created at: April 16, 2026, 10:40 a.m.