Triple

T1039181

Position	Surface form	Disambiguated ID	Type / Status
Subject	Agricultural Research Service	`E22432`	entity
Predicate	predecessor	`P97`	FINISHED
Object	Agricultural Research Administration The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.	`E120155`	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: Agricultural Research Administration | Statement: [Agricultural Research Service, predecessor, Agricultural Research Administration]

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

Target entity: Agricultural Research Administration
Context triple: [Agricultural Research Service, predecessor, Agricultural Research Administration]

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. United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
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. Department of Agriculture
The Department of Agriculture is the Philippine government agency responsible for promoting agricultural development, ensuring food security, and supporting farmers and fisherfolk across the country.
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: Agricultural Research Administration
Triple: [Agricultural Research Service, predecessor, Agricultural Research Administration]

Generated description

The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.

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

Target entity: Agricultural Research Administration
Target entity description: The Agricultural Research Administration was a former U.S. Department of Agriculture agency that coordinated and oversaw federal agricultural research programs before being reorganized into successor entities such as the Agricultural Research Service.

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. United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
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. Department of Agriculture
The Department of Agriculture is the Philippine government agency responsible for promoting agricultural development, ensuring food security, and supporting farmers and fisherfolk across the country.
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_69ac3bc58d8c8190b9dc7a4bc986abcb`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3cf534008190a034d71c90f35efd`	completed	March 7, 2026, 2:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d61a0c48190b619b3049df33512`	completed	March 7, 2026, 2:59 p.m.

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