Triple

T12367828
Position Surface form Disambiguated ID Type / Status
Subject ACSES E294917 entity
Predicate fullName P16 FINISHED
Object Advanced Civil Speed Enforcement System
Advanced Civil Speed Enforcement System is a positive train control technology used on railroads to automatically enforce speed limits and signal compliance, enhancing safety and preventing collisions or derailments.
E978073 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: Advanced Civil Speed Enforcement System | Statement: [ACSES, fullName, Advanced Civil Speed Enforcement System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Advanced Civil Speed Enforcement System
Context triple: [ACSES, fullName, Advanced Civil Speed Enforcement System]
  • A. Centralized Traffic Control
    Centralized Traffic Control is a railway signaling and traffic management system in which train movements over a large territory are remotely supervised and directed from a central control center.
  • B. Automatic Warning System
    The Automatic Warning System (AWS) is a British railway safety system that alerts train drivers to signal aspects and speed restrictions and automatically applies the brakes if necessary to prevent accidents.
  • C. Enhanced Motion Vehicle
    The Enhanced Motion Vehicle is an advanced ride system that combines motion simulation with synchronized visuals and effects to create an immersive, dynamic theme park experience.
  • D. Traffic Reconstruction Unit
    The Traffic Reconstruction Unit is a specialized police team that investigates serious motor vehicle collisions by analyzing physical evidence and vehicle dynamics to determine how and why crashes occurred.
  • E. ADAS
    ADAS (Advanced Driver Assistance Systems) are in-vehicle technologies designed to enhance driving safety and comfort by assisting the driver with functions such as collision avoidance, lane keeping, and adaptive cruise control.
  • 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: Advanced Civil Speed Enforcement System
Triple: [ACSES, fullName, Advanced Civil Speed Enforcement System]
Generated description
Advanced Civil Speed Enforcement System is a positive train control technology used on railroads to automatically enforce speed limits and signal compliance, enhancing safety and preventing collisions or derailments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Advanced Civil Speed Enforcement System
Target entity description: Advanced Civil Speed Enforcement System is a positive train control technology used on railroads to automatically enforce speed limits and signal compliance, enhancing safety and preventing collisions or derailments.
  • A. Centralized Traffic Control
    Centralized Traffic Control is a railway signaling and traffic management system in which train movements over a large territory are remotely supervised and directed from a central control center.
  • B. Automatic Warning System
    The Automatic Warning System (AWS) is a British railway safety system that alerts train drivers to signal aspects and speed restrictions and automatically applies the brakes if necessary to prevent accidents.
  • C. Enhanced Motion Vehicle
    The Enhanced Motion Vehicle is an advanced ride system that combines motion simulation with synchronized visuals and effects to create an immersive, dynamic theme park experience.
  • D. Traffic Reconstruction Unit
    The Traffic Reconstruction Unit is a specialized police team that investigates serious motor vehicle collisions by analyzing physical evidence and vehicle dynamics to determine how and why crashes occurred.
  • E. ADAS
    ADAS (Advanced Driver Assistance Systems) are in-vehicle technologies designed to enhance driving safety and comfort by assisting the driver with functions such as collision avoidance, lane keeping, and adaptive cruise control.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa502988190ba170dee90d9f394 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62abdad1c8190b083791d60138f2a completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be4de888190aac94d441748d295 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:54 p.m.