Triple

T9560415
Position Surface form Disambiguated ID Type / Status
Subject Forney locomotive E230656 entity
Predicate hasPublicationAssociated P11143 FINISHED
Object American Engineer and Railroad Journal
American Engineer and Railroad Journal was a prominent late-19th- and early-20th-century U.S. trade periodical covering developments in railway engineering, locomotive design, and related mechanical industries.
E807785 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: American Engineer and Railroad Journal | Statement: [Forney locomotive, hasPublicationAssociated, American Engineer and Railroad Journal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Engineer and Railroad Journal
Context triple: [Forney locomotive, hasPublicationAssociated, American Engineer and Railroad Journal]
  • A. Railroads: Their Origin and Problems
    Railroads: Their Origin and Problems is a historical and analytical study by Charles Francis Adams Jr. examining the development, economic impact, and regulatory challenges of the American railroad system.
  • B. The Permanent Way and Coal-Burning Locomotive Boilers of the United States
    "The Permanent Way and Coal-Burning Locomotive Boilers of the United States" is a 19th-century technical treatise on American railway track construction and steam locomotive boiler design.
  • C. ASME Rail Transportation Division
    The ASME Rail Transportation Division is a specialized group within the American Society of Mechanical Engineers that focuses on engineering, technology, and standards related to rail and transit systems.
  • D. North America’s Railroad
    North America’s Railroad is the motto of Canadian National Railway, emphasizing its extensive rail network spanning Canada and parts of the United States.
  • E. Report on Transportation by Railroads
    "Report on Transportation by Railroads" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing railroad practices, rates, and their economic impact on interstate commerce.
  • 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: American Engineer and Railroad Journal
Triple: [Forney locomotive, hasPublicationAssociated, American Engineer and Railroad Journal]
Generated description
American Engineer and Railroad Journal was a prominent late-19th- and early-20th-century U.S. trade periodical covering developments in railway engineering, locomotive design, and related mechanical industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Engineer and Railroad Journal
Target entity description: American Engineer and Railroad Journal was a prominent late-19th- and early-20th-century U.S. trade periodical covering developments in railway engineering, locomotive design, and related mechanical industries.
  • A. Railroads: Their Origin and Problems
    Railroads: Their Origin and Problems is a historical and analytical study by Charles Francis Adams Jr. examining the development, economic impact, and regulatory challenges of the American railroad system.
  • B. The Permanent Way and Coal-Burning Locomotive Boilers of the United States
    "The Permanent Way and Coal-Burning Locomotive Boilers of the United States" is a 19th-century technical treatise on American railway track construction and steam locomotive boiler design.
  • C. ASME Rail Transportation Division
    The ASME Rail Transportation Division is a specialized group within the American Society of Mechanical Engineers that focuses on engineering, technology, and standards related to rail and transit systems.
  • D. North America’s Railroad
    North America’s Railroad is the motto of Canadian National Railway, emphasizing its extensive rail network spanning Canada and parts of the United States.
  • E. Report on Transportation by Railroads
    "Report on Transportation by Railroads" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing railroad practices, rates, and their economic impact on interstate commerce.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPublicationAssociated
Context triple: [Forney locomotive, hasPublicationAssociated, American Engineer and Railroad Journal]
  • A. hasPublication
    Indicates that an entity is associated with or responsible for a specific publication.
  • B. hasRelatedPublication chosen
    Indicates that an entity is associated with one or more publications that are relevant or connected to it in content, context, or subject matter.
  • C. isPublishedWith
    Indicates that an entity is released or made publicly available together with another specified entity, typically as part of the same publication or release event.
  • D. hasPublisher
    Indicates that an entity is published or issued by a specific publisher.
  • E. hasPub
    Indicates that an entity is associated with, or has access to, a public house (pub) as a related establishment or feature.
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd994bde0c8190afcba5cb8fa8b984 completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1529b4974819096e26153c60bf05c completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d1567f587c8190898d261ce7db4df0 completed April 4, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69d156f3f3e48190b5b31cc28cfd703a completed April 4, 2026, 6:22 p.m.
PD Predicate disambiguation batch_69ccd594d0ac8190a81bc11a3a538167 completed April 1, 2026, 8:21 a.m.
Created at: March 30, 2026, 8:03 p.m.