Triple

T2276898

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bureau of Transportation Statistics	`E50791`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Office of Survey Programs The Office of Survey Programs is a division within the U.S. Bureau of Transportation Statistics responsible for designing, conducting, and managing national transportation-related surveys and data collection efforts.	`E250967`	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 Survey Programs | Statement: [Bureau of Transportation Statistics, hasPart, Office of Survey Programs]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Office of Survey Programs
Context triple: [Bureau of Transportation Statistics, hasPart, Office of Survey Programs]

A. National Geodetic Survey
The National Geodetic Survey is the U.S. federal agency responsible for defining, maintaining, and providing access to the national coordinate system used for mapping, charting, and navigation.
B. Bureau of Biological Survey
The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
C. Office of Coast Survey Navigation Services Division
The Office of Coast Survey Navigation Services Division is a unit within NOAA responsible for providing nautical charting, navigation information, and related services to support safe and efficient maritime transportation.
D. United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
E. Office of Environmental Programs
The Office of Environmental Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for assessing and managing the environmental impacts of offshore energy and mineral activities.
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 Survey Programs
Triple: [Bureau of Transportation Statistics, hasPart, Office of Survey Programs]

Generated description

The Office of Survey Programs is a division within the U.S. Bureau of Transportation Statistics responsible for designing, conducting, and managing national transportation-related surveys and data collection efforts.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Office of Survey Programs
Target entity description: The Office of Survey Programs is a division within the U.S. Bureau of Transportation Statistics responsible for designing, conducting, and managing national transportation-related surveys and data collection efforts.

A. National Geodetic Survey
The National Geodetic Survey is the U.S. federal agency responsible for defining, maintaining, and providing access to the national coordinate system used for mapping, charting, and navigation.
B. Bureau of Biological Survey
The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.
C. Office of Coast Survey Navigation Services Division
The Office of Coast Survey Navigation Services Division is a unit within NOAA responsible for providing nautical charting, navigation information, and related services to support safe and efficient maritime transportation.
D. United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
E. Office of Environmental Programs
The Office of Environmental Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for assessing and managing the environmental impacts of offshore energy and mineral activities.
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.