Triple

T18186284

Position	Surface form	Disambiguated ID	Type / Status
Subject	Charles Seeger	`E435422`	entity
Predicate	employer	`P7`	FINISHED
Object	Bureau of Agricultural Economics The Bureau of Agricultural Economics was a U.S. government agency responsible for economic research and analysis on agriculture, including farm production, prices, and rural conditions.	`E1311468`	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: Bureau of Agricultural Economics | Statement: [Charles Seeger, employer, Bureau of Agricultural Economics]

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

Target entity: Bureau of Agricultural Economics
Context triple: [Charles Seeger, employer, Bureau of Agricultural Economics]

A. Bureau of Agricultural Research
The Bureau of Agricultural Research is a Philippine government agency responsible for planning, funding, and coordinating research and development initiatives to improve the country’s agriculture and fisheries sectors.
B. National Agricultural Statistics Service
The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
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. 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.
E. Office of Agricultural Affairs
The Office of Agricultural Affairs is a unit within the Office of the United States Trade Representative that focuses on international trade policy and negotiations related to U.S. agricultural products and markets.
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: Bureau of Agricultural Economics
Triple: [Charles Seeger, employer, Bureau of Agricultural Economics]

Generated description

The Bureau of Agricultural Economics was a U.S. government agency responsible for economic research and analysis on agriculture, including farm production, prices, and rural conditions.

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

Target entity: Bureau of Agricultural Economics
Target entity description: The Bureau of Agricultural Economics was a U.S. government agency responsible for economic research and analysis on agriculture, including farm production, prices, and rural conditions.

A. Bureau of Agricultural Research
The Bureau of Agricultural Research is a Philippine government agency responsible for planning, funding, and coordinating research and development initiatives to improve the country’s agriculture and fisheries sectors.
B. National Agricultural Statistics Service
The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
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. 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.
E. Office of Agricultural Affairs
The Office of Agricultural Affairs is a unit within the Office of the United States Trade Representative that focuses on international trade policy and negotiations related to U.S. agricultural products and markets.
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_69d8b90c7ec081909b4694ccecb449c6`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4dffe9e8081909c6bff40bbd279d2`	completed	April 19, 2026, 2 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0398032e3081909455845718c73b78`	completed	May 12, 2026, 9:13 p.m.
NEDg	Description generation	`batch_6a03990a2bec8190b5d6a472bc9bb3fb`	completed	May 12, 2026, 9:18 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0399c98a88819090e579324d9423e5`	completed	May 12, 2026, 9:21 p.m.

Created at: April 10, 2026, 10:31 a.m.