Triple

T5313679
Position Surface form Disambiguated ID Type / Status
Subject Mark 2 coaching stock E119092 entity
Predicate electricalSupply P58530 FINISHED
Object ETH (Electric Train Heating)
ETH (Electric Train Heating) is a system that supplies electric power from a locomotive or multiple unit to passenger coaches for heating, lighting, and other onboard services.
E510385 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: ETH (Electric Train Heating) | Statement: [Mark 2 coaching stock, electricalSupply, ETH (Electric Train Heating)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ETH (Electric Train Heating)
Context triple: [Mark 2 coaching stock, electricalSupply, ETH (Electric Train Heating)]
  • A. XPT train
    The XPT train is a long-distance, high-speed diesel passenger train used in New South Wales, Australia, based on the British InterCity 125 design.
  • B. SMART train
    SMART train is a commuter rail service in California’s North Bay region that connects communities in Marin and Sonoma counties.
  • C. MARC Train
    MARC Train is a commuter rail service operating in Maryland and the surrounding region, connecting cities such as Washington, D.C., Baltimore, and Martinsburg.
  • D. Siemens ACS-64
    The Siemens ACS-64 is a high-speed, electric locomotive used by Amtrak for passenger rail service in the United States.
  • E. EP2D electric multiple unit
    The EP2D electric multiple unit is a modern Russian commuter train set designed for suburban and urban passenger services, featuring improved energy efficiency, comfort, and accessibility compared to earlier EMU models.
  • 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: ETH (Electric Train Heating)
Triple: [Mark 2 coaching stock, electricalSupply, ETH (Electric Train Heating)]
Generated description
ETH (Electric Train Heating) is a system that supplies electric power from a locomotive or multiple unit to passenger coaches for heating, lighting, and other onboard services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ETH (Electric Train Heating)
Target entity description: ETH (Electric Train Heating) is a system that supplies electric power from a locomotive or multiple unit to passenger coaches for heating, lighting, and other onboard services.
  • A. XPT train
    The XPT train is a long-distance, high-speed diesel passenger train used in New South Wales, Australia, based on the British InterCity 125 design.
  • B. SMART train
    SMART train is a commuter rail service in California’s North Bay region that connects communities in Marin and Sonoma counties.
  • C. MARC Train
    MARC Train is a commuter rail service operating in Maryland and the surrounding region, connecting cities such as Washington, D.C., Baltimore, and Martinsburg.
  • D. Siemens ACS-64
    The Siemens ACS-64 is a high-speed, electric locomotive used by Amtrak for passenger rail service in the United States.
  • E. EP2D electric multiple unit
    The EP2D electric multiple unit is a modern Russian commuter train set designed for suburban and urban passenger services, featuring improved energy efficiency, comfort, and accessibility compared to earlier EMU models.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: electricalSupply
Context triple: [Mark 2 coaching stock, electricalSupply, ETH (Electric Train Heating)]
  • A. electricalPower chosen
    Indicates that one entity supplies, carries, or is associated with electrical power to or for another entity.
  • B. typeOfElectricity
    Indicates that one entity specifies the particular kind or category of electricity associated with another entity.
  • C. electricalSystem
    Indicates that one entity functions as, is part of, or is directly related to the electrical system of another entity.
  • D. usesElectricityFor
    Indicates that one entity relies on or employs electricity as the power source to operate, perform a function, or carry out an activity for another entity or purpose.
  • E. suppliesPowerTo
    Indicates that one entity provides electrical or energy power required for the operation or functioning of another entity.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd86f20f008190be7b5848af05f2b8 completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf1106ef9c8190811f7b70e784c962 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69bd84534f9c8190bc19d4812060768d completed March 20, 2026, 5:30 p.m.
Created at: March 20, 2026, 1:54 p.m.