Triple

T21596657
Position Surface form Disambiguated ID Type / Status
Subject Chapter 6 – Infrastructure Finance E532917 entity
Predicate implementedBy P172 FINISHED
Object U.S. Department of Transportation — NE NERFINISHED

How this triple was built (2 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: U.S. Department of Transportation | Statement: [Chapter 6 – Infrastructure Finance, implementedBy, U.S. Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Department of Transportation
Context triple: [Chapter 6 – Infrastructure Finance, implementedBy, U.S. Department of Transportation]
  • A. United States Department of Transportation chosen
    The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
  • B. Department of Transportation
    The Department of Transportation is a Philippine government agency responsible for planning, implementing, and managing the country’s transportation systems and infrastructure across road, rail, air, and sea.
  • C. Department of Transportation
    The Department of Transportation is a government agency responsible for planning, building, and maintaining transportation infrastructure and services within its jurisdiction.
  • D. Bureau of Transportation
    The Bureau of Transportation was a division within the U.S. Foreign Economic Administration responsible for managing and coordinating transportation-related aspects of wartime economic and aid programs.
  • E. وزارة النقل
    وزارة النقل هي الجهة الحكومية المصرية المسؤولة عن تخطيط وتنظيم وإدارة قطاعات النقل والمواصلات على مستوى جمهورية مصر العربية.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c46251648190876f0427cf2d321b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eefae20c8881909c5354313d06183a completed April 27, 2026, 5:57 a.m.
Created at: April 16, 2026, 6:32 p.m.