Triple

T3022357

Position	Surface form	Disambiguated ID	Type / Status
Subject	UC Agriculture and Natural Resources	`E82489`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	UC Integrated Pest Management Program The UC Integrated Pest Management Program is a University of California initiative that develops and promotes science-based, environmentally sound strategies for managing pests in agriculture, landscapes, and urban settings.	`E82489`	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: UC Integrated Pest Management Program | Statement: [UC Agriculture and Natural Resources, hasProgram, UC Integrated Pest Management Program]

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

Target entity: UC Integrated Pest Management Program
Context triple: [UC Agriculture and Natural Resources, hasProgram, UC Integrated Pest Management Program]

A. UC Agriculture and Natural Resources
UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
B. 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.
C. Herbert College of Agriculture
Herbert College of Agriculture is the University of Tennessee, Knoxville’s agricultural college, offering education and research programs in agricultural and related life sciences.
D. University of California, Davis
The University of California, Davis is a major public research university renowned for its programs in agriculture, veterinary medicine, environmental science, and engineering.
E. University Farm
University Farm is an agricultural teaching and research facility associated with California State University, Chico, providing hands-on learning and experimentation in farming and related sciences.
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: UC Integrated Pest Management Program
Triple: [UC Agriculture and Natural Resources, hasProgram, UC Integrated Pest Management Program]

Generated description

The UC Integrated Pest Management Program is a University of California initiative that develops and promotes science-based, environmentally sound strategies for managing pests in agriculture, landscapes, and urban settings.

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

Target entity: UC Integrated Pest Management Program
Target entity description: The UC Integrated Pest Management Program is a University of California initiative that develops and promotes science-based, environmentally sound strategies for managing pests in agriculture, landscapes, and urban settings.

A. UC Agriculture and Natural Resources chosen
UC Agriculture and Natural Resources is a division of the University of California system that conducts research, education, and outreach on agriculture, natural resources, and community development across the state.
B. 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.
C. Herbert College of Agriculture
Herbert College of Agriculture is the University of Tennessee, Knoxville’s agricultural college, offering education and research programs in agricultural and related life sciences.
D. University of California, Davis
The University of California, Davis is a major public research university renowned for its programs in agriculture, veterinary medicine, environmental science, and engineering.
E. University Farm
University Farm is an agricultural teaching and research facility associated with California State University, Chico, providing hands-on learning and experimentation in farming and related sciences.
F. None of above.

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_69ad8b1fb34081908c1b873e2b7273e1`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad9a963034819093d96566e9b0cea9`	completed	March 8, 2026, 3:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b1deafdcb881908174331d5bfc6349`	completed	March 11, 2026, 9:29 p.m.
NEDg	Description generation	`batch_69b1df36fc448190856cda08f83feded`	completed	March 11, 2026, 9:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69b1dfae6bb48190828820eae70e2f84`	completed	March 11, 2026, 9:33 p.m.

Created at: March 8, 2026, 3 p.m.