Triple

T1039187

Position	Surface form	Disambiguated ID	Type / Status
Subject	Agricultural Research Service	`E22432`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Beltsville Agricultural Research Center The Beltsville Agricultural Research Center is a major U.S. federal research facility in Maryland that conducts wide-ranging agricultural and environmental science to support sustainable farming and food systems.	`E123024`	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: Beltsville Agricultural Research Center | Statement: [Agricultural Research Service, hasPart, Beltsville Agricultural Research Center]

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

Target entity: Beltsville Agricultural Research Center
Context triple: [Agricultural Research Service, hasPart, Beltsville Agricultural Research Center]

A. Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
B. National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
C. Beltsville, Maryland
Beltsville, Maryland is a suburban community in Prince George's County known in part for hosting major federal facilities, including a key United States Secret Service training center.
D. Institute of Agriculture
The Institute of Agriculture is a specialized division of the University of Tennessee, Knoxville focused on agricultural education, research, and extension services.
E. National Agricultural Library
The National Agricultural Library is a major U.S. federal research library and information center specializing in agriculture and related sciences, operated by the United States Department of Agriculture.
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: Beltsville Agricultural Research Center
Triple: [Agricultural Research Service, hasPart, Beltsville Agricultural Research Center]

Generated description

The Beltsville Agricultural Research Center is a major U.S. federal research facility in Maryland that conducts wide-ranging agricultural and environmental science to support sustainable farming and food systems.

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

Target entity: Beltsville Agricultural Research Center
Target entity description: The Beltsville Agricultural Research Center is a major U.S. federal research facility in Maryland that conducts wide-ranging agricultural and environmental science to support sustainable farming and food systems.

A. Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
B. National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
C. Beltsville, Maryland
Beltsville, Maryland is a suburban community in Prince George's County known in part for hosting major federal facilities, including a key United States Secret Service training center.
D. Institute of Agriculture
The Institute of Agriculture is a specialized division of the University of Tennessee, Knoxville focused on agricultural education, research, and extension services.
E. National Agricultural Library
The National Agricultural Library is a major U.S. federal research library and information center specializing in agriculture and related sciences, operated by the United States Department of Agriculture.
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_69a493d91478819094cc01fb65564bc1`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b82c69c8819082a71e810be34729`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac42990be88190aeda5ec08fce5288`	completed	March 7, 2026, 3:22 p.m.
NEDg	Description generation	`batch_69ac430384ec8190a307c895bb12a122`	completed	March 7, 2026, 3:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac437b62bc8190abfb721c570b4768`	completed	March 7, 2026, 3:25 p.m.

Created at: March 1, 2026, 7:41 p.m.