Triple

T1620561

Position	Surface form	Disambiguated ID	Type / Status
Subject	Agricultural Marketing Service	`E35020`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Science and Technology Program The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.	`E182372`	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: Science and Technology Program | Statement: [Agricultural Marketing Service, hasPart, Science and Technology Program]

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

Target entity: Science and Technology Program
Context triple: [Agricultural Marketing Service, hasPart, Science and Technology Program]

A. Science and Technology
Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
B. International Science and Technology
International Science and Technology was a mid-20th-century popular science magazine that published influential articles on emerging fields such as computing and communication technology.
C. Science and Technology Centers
Science and Technology Centers are large, interdisciplinary research hubs that bring together scientists, engineers, and institutions to tackle complex scientific and technological challenges with broad societal impact.
D. Science & Technology Policy Fellowships program
The Science & Technology Policy Fellowships program is a prestigious AAAS initiative that places scientists and engineers in government roles to inform and shape public policy with scientific expertise.
E. Science and Innovation
Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
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: Science and Technology Program
Triple: [Agricultural Marketing Service, hasPart, Science and Technology Program]

Generated description

The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.

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

Target entity: Science and Technology Program
Target entity description: The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.

A. Science and Technology
Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
B. International Science and Technology
International Science and Technology was a mid-20th-century popular science magazine that published influential articles on emerging fields such as computing and communication technology.
C. Science and Technology Centers
Science and Technology Centers are large, interdisciplinary research hubs that bring together scientists, engineers, and institutions to tackle complex scientific and technological challenges with broad societal impact.
D. Science & Technology Policy Fellowships program
The Science & Technology Policy Fellowships program is a prestigious AAAS initiative that places scientists and engineers in government roles to inform and shape public policy with scientific expertise.
E. Science and Innovation
Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
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_69a886023194819080a3fccd6e325d0e`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a909b0738c8190b073e0ccec5e217d`	completed	March 5, 2026, 4:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51d2cbb481908bc74cecdc023547`	completed	March 8, 2026, 10:39 a.m.
NEDg	Description generation	`batch_69ad5277c64481909ffe991fd4579d0d`	completed	March 8, 2026, 10:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad52f8dda48190969a31b85b1d5134`	completed	March 8, 2026, 10:44 a.m.

Created at: March 4, 2026, 7:28 p.m.