Triple

T17556308
Position Surface form Disambiguated ID Type / Status
Subject DTS E427598 entity
Predicate coordinatesWith P1140 FINISHED
Object allied transportation systems
Allied Transportation Systems is a transportation and logistics company that collaborates with other service providers to offer coordinated transit and freight solutions.
E1275167 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: allied transportation systems | Statement: [DTS, coordinatesWith, allied transportation systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: allied transportation systems
Context triple: [DTS, coordinatesWith, allied transportation systems]
  • A. Allied logistics
    Allied logistics refers to the coordinated system of planning, transporting, and supplying troops and materials among the Allied powers during wartime to sustain military operations across multiple theaters.
  • B. Loop transportation system
    The Loop transportation system is The Boring Company’s proposed network of underground tunnels using autonomous electric vehicles to move passengers rapidly and bypass surface traffic congestion.
  • C. RTA Marine transport system
    The RTA Marine transport system is Dubai’s government-operated network of water-based public transit services, including water buses, abras, and water taxis, that connect key locations along the city’s waterways.
  • D. United States transportation system
    The United States transportation system is the nationwide network of highways, railroads, air routes, waterways, and public transit infrastructure that supports the movement of people and goods across the country.
  • E. Transit Systems
    Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
  • 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: allied transportation systems
Triple: [DTS, coordinatesWith, allied transportation systems]
Generated description
Allied Transportation Systems is a transportation and logistics company that collaborates with other service providers to offer coordinated transit and freight solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: allied transportation systems
Target entity description: Allied Transportation Systems is a transportation and logistics company that collaborates with other service providers to offer coordinated transit and freight solutions.
  • A. Allied logistics
    Allied logistics refers to the coordinated system of planning, transporting, and supplying troops and materials among the Allied powers during wartime to sustain military operations across multiple theaters.
  • B. Loop transportation system
    The Loop transportation system is The Boring Company’s proposed network of underground tunnels using autonomous electric vehicles to move passengers rapidly and bypass surface traffic congestion.
  • C. RTA Marine transport system
    The RTA Marine transport system is Dubai’s government-operated network of water-based public transit services, including water buses, abras, and water taxis, that connect key locations along the city’s waterways.
  • D. United States transportation system
    The United States transportation system is the nationwide network of highways, railroads, air routes, waterways, and public transit infrastructure that supports the movement of people and goods across the country.
  • E. Transit Systems
    Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4562357b48190bde6f49df0c983c2 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d2948ae0819083b90516b11d2485 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:50 a.m.