Triple

T13106113
Position Surface form Disambiguated ID Type / Status
Subject Federal Acquisition Service business lines E310846 entity
Predicate hasBusinessLine P16009 FINISHED
Object Travel, Transportation and Logistics
Travel, Transportation and Logistics is a Federal Acquisition Service business line that provides government-wide solutions for managing travel, transportation, and logistics needs efficiently and cost-effectively.
E1023352 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: Travel, Transportation and Logistics | Statement: [Federal Acquisition Service business lines, hasBusinessLine, Travel, Transportation and Logistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Travel, Transportation and Logistics
Context triple: [Federal Acquisition Service business lines, hasBusinessLine, Travel, Transportation and Logistics]
  • A. Travel and Transportation Service
    Travel and Transportation Service is a unit responsible for managing and coordinating official travel and transport logistics within the Office of Central Support Services.
  • B. Travel and Transportation Section
    The Travel and Transportation Section is a unit within the Office of Central Support Services responsible for managing and coordinating official travel and transport logistics.
  • C. 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.
  • D. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • E. Transport Phenomena
    Transport Phenomena is a foundational textbook in chemical engineering that systematically treats momentum, heat, and mass transfer using a unified, rigorous mathematical framework.
  • 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: Travel, Transportation and Logistics
Triple: [Federal Acquisition Service business lines, hasBusinessLine, Travel, Transportation and Logistics]
Generated description
Travel, Transportation and Logistics is a Federal Acquisition Service business line that provides government-wide solutions for managing travel, transportation, and logistics needs efficiently and cost-effectively.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Travel, Transportation and Logistics
Target entity description: Travel, Transportation and Logistics is a Federal Acquisition Service business line that provides government-wide solutions for managing travel, transportation, and logistics needs efficiently and cost-effectively.
  • A. Travel and Transportation Service
    Travel and Transportation Service is a unit responsible for managing and coordinating official travel and transport logistics within the Office of Central Support Services.
  • B. Travel and Transportation Section
    The Travel and Transportation Section is a unit within the Office of Central Support Services responsible for managing and coordinating official travel and transport logistics.
  • C. 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.
  • D. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • E. Transport Phenomena
    Transport Phenomena is a foundational textbook in chemical engineering that systematically treats momentum, heat, and mass transfer using a unified, rigorous mathematical framework.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bce3678819082a7aa1d83f20592 completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27a325c8190a5c0f1a582340078 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9:05 p.m.