Triple

T2276900
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Transportation Statistics E50791 entity
Predicate hasPart P35 FINISHED
Object Office of Spatial Analysis and Visualization
The Office of Spatial Analysis and Visualization is a unit within the U.S. Bureau of Transportation Statistics that specializes in geospatial data analysis and mapping to support transportation research and policy.
E250969 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: Office of Spatial Analysis and Visualization | Statement: [Bureau of Transportation Statistics, hasPart, Office of Spatial Analysis and Visualization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Spatial Analysis and Visualization
Context triple: [Bureau of Transportation Statistics, hasPart, Office of Spatial Analysis and Visualization]
  • A. Geospatial Research Laboratory
    The Geospatial Research Laboratory is a U.S. Army research facility focused on developing advanced geospatial, terrain, and environmental technologies to support military engineering and operations.
  • B. Directorate of Analysis
    The Directorate of Analysis is the Central Intelligence Agency’s primary unit responsible for evaluating intelligence information and producing assessments to inform U.S. national security decision-making.
  • C. Geospatial Information Section
    The Geospatial Information Section is a specialized unit within the United Nations that provides mapping, geographic information systems (GIS), and spatial analysis support to peacekeeping and field operations.
  • D. Mission Analysis Cell
    The Mission Analysis Cell is a specialized unit within the UN Department of Peace Operations that provides integrated analytical support to inform planning, decision-making, and strategic guidance for peacekeeping missions.
  • E. Office of Data Science
    The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
  • 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: Office of Spatial Analysis and Visualization
Triple: [Bureau of Transportation Statistics, hasPart, Office of Spatial Analysis and Visualization]
Generated description
The Office of Spatial Analysis and Visualization is a unit within the U.S. Bureau of Transportation Statistics that specializes in geospatial data analysis and mapping to support transportation research and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Spatial Analysis and Visualization
Target entity description: The Office of Spatial Analysis and Visualization is a unit within the U.S. Bureau of Transportation Statistics that specializes in geospatial data analysis and mapping to support transportation research and policy.
  • A. Geospatial Research Laboratory
    The Geospatial Research Laboratory is a U.S. Army research facility focused on developing advanced geospatial, terrain, and environmental technologies to support military engineering and operations.
  • B. Directorate of Analysis
    The Directorate of Analysis is the Central Intelligence Agency’s primary unit responsible for evaluating intelligence information and producing assessments to inform U.S. national security decision-making.
  • C. Geospatial Information Section
    The Geospatial Information Section is a specialized unit within the United Nations that provides mapping, geographic information systems (GIS), and spatial analysis support to peacekeeping and field operations.
  • D. Mission Analysis Cell
    The Mission Analysis Cell is a specialized unit within the UN Department of Peace Operations that provides integrated analytical support to inform planning, decision-making, and strategic guidance for peacekeeping missions.
  • E. Office of Data Science
    The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.