Triple

T441586

Position	Surface form	Disambiguated ID	Type / Status
Subject	Quezon City	`E10123`	entity
Predicate	hostsNationalGovernmentInstitution	`P186`	FINISHED
Object	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.	`E55499`	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: Department of Agriculture | Statement: [Quezon City, hostsNationalGovernmentInstitution, Department of Agriculture]

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

Target entity: Department of Agriculture
Context triple: [Quezon City, hostsNationalGovernmentInstitution, Department of Agriculture]

A. 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.
B. Office for Agricultural Affairs
The Office for Agricultural Affairs was a subdivision responsible for overseeing and coordinating agricultural policy and production within Nazi Germany’s Office of the Four Year Plan.
C. 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.
D. 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.
E. 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.
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: Department of Agriculture
Triple: [Quezon City, hostsNationalGovernmentInstitution, Department of Agriculture]

Generated description

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.

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

Target entity: Department of Agriculture
Target entity description: 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.

A. 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.
B. Office for Agricultural Affairs
The Office for Agricultural Affairs was a subdivision responsible for overseeing and coordinating agricultural policy and production within Nazi Germany’s Office of the Four Year Plan.
C. 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.
D. 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.
E. 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.
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_69a2e8465ef481909655c681b01e2986`	completed	Feb. 28, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69a2f01d8fa88190849d720b029db479`	completed	Feb. 28, 2026, 1:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a43e73555481909fc972eed3337945`	completed	March 1, 2026, 1:26 p.m.
NEDg	Description generation	`batch_69a43ef8ac148190a077d00090f5c9f0`	completed	March 1, 2026, 1:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69a43f55507c8190b922f21d2b59e82d`	completed	March 1, 2026, 1:29 p.m.

Created at: Feb. 28, 2026, 1:11 p.m.