Triple

T1290913
Position Surface form Disambiguated ID Type / Status
Subject FDX E27543 entity
Predicate hasIndustry P71 FINISHED
Object Integrated Freight & Logistics
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
 E147187 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: Integrated Freight & Logistics | Statement: [FDX, hasIndustry, Integrated Freight & Logistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Integrated Freight & Logistics
Context triple: [FDX, hasIndustry, Integrated Freight & Logistics]
  • A. Freight Operating Companies
    Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
  • B. Railfreight
    Railfreight was the freight sector of British Rail, responsible for operating and managing rail-based goods transport services in the United Kingdom.
  • C. Motor Carrier Management Information System
    The Motor Carrier Management Information System is a federal database used to collect, manage, and analyze safety and compliance information on commercial motor carriers operating in the United States.
  • D. Cargo
    Cargo is Rust’s official build and dependency management tool that streamlines compiling code, managing libraries, and distributing Rust packages.
  • E. BG Freight Line
    BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
  • 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: Integrated Freight & Logistics
Triple: [FDX, hasIndustry, Integrated Freight & Logistics]
Generated description
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Integrated Freight & Logistics
Target entity description: Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
  • A. Freight Operating Companies
    Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
  • B. Railfreight
    Railfreight was the freight sector of British Rail, responsible for operating and managing rail-based goods transport services in the United Kingdom.
  • C. Motor Carrier Management Information System
    The Motor Carrier Management Information System is a federal database used to collect, manage, and analyze safety and compliance information on commercial motor carriers operating in the United States.
  • D. Cargo
    Cargo is Rust’s official build and dependency management tool that streamlines compiling code, managing libraries, and distributing Rust packages.
  • E. BG Freight Line
    BG Freight Line is a short-sea container shipping and logistics company operating services across Northern Europe and the UK and Ireland.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0d6af908190ade9c481cc6f0ad8 completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacbf0cf48190937f620900b08d3f completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad34fc008190a9c06be5cbe8e8c3 completed March 7, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69acadc3ceb48190a9d67c8e90034c49 completed March 7, 2026, 10:59 p.m.
Created at: March 1, 2026, 7:51 p.m.