Triple

T16818293

Position	Surface form	Disambiguated ID	Type / Status
Subject	Entomological Society of America	`E408810`	entity
Predicate	offers	`P178`	FINISHED
Object	Associate Certified Entomologist program The Associate Certified Entomologist program is a professional credential that recognizes individuals with proven knowledge and expertise in entomology, particularly in the structural pest management industry.	`E1235530`	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: Associate Certified Entomologist program | Statement: [Entomological Society of America, offers, Associate Certified Entomologist program]

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

Target entity: Associate Certified Entomologist program
Context triple: [Entomological Society of America, offers, Associate Certified Entomologist program]

A. Cours d'entomologie
Cours d'entomologie is a foundational 19th-century treatise on insects that helped establish modern entomology as a scientific discipline.
B. Master Naturalist program
The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
C. Entomological Society of America
The Entomological Society of America is a professional scientific organization dedicated to the study of insects, supporting research, education, and communication among entomologists.
D. Division of Entomology
The Division of Entomology is a specialized research and academic unit of the Indian Agricultural Research Institute focused on the study and management of insects affecting agriculture.
E. Master Gardener program
The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
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: Associate Certified Entomologist program
Triple: [Entomological Society of America, offers, Associate Certified Entomologist program]

Generated description

The Associate Certified Entomologist program is a professional credential that recognizes individuals with proven knowledge and expertise in entomology, particularly in the structural pest management industry.

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

Target entity: Associate Certified Entomologist program
Target entity description: The Associate Certified Entomologist program is a professional credential that recognizes individuals with proven knowledge and expertise in entomology, particularly in the structural pest management industry.

A. Cours d'entomologie
Cours d'entomologie is a foundational 19th-century treatise on insects that helped establish modern entomology as a scientific discipline.
B. Master Naturalist program
The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
C. Entomological Society of America
The Entomological Society of America is a professional scientific organization dedicated to the study of insects, supporting research, education, and communication among entomologists.
D. Division of Entomology
The Division of Entomology is a specialized research and academic unit of the Indian Agricultural Research Institute focused on the study and management of insects affecting agriculture.
E. Master Gardener program
The Master Gardener program is a volunteer training and certification initiative that educates community members in horticulture so they can assist with public gardening education and outreach.
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_69d88394566c8190b3dcbdc72935f7fa`	completed	April 10, 2026, 4:59 a.m.
NER	Named-entity recognition	`batch_69e3b2e476d48190bff097055cc353dc`	completed	April 18, 2026, 4:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00b297778c81909a2545c359739151`	completed	May 10, 2026, 4:30 p.m.
NEDg	Description generation	`batch_6a00b4caae5081909017095977093704`	completed	May 10, 2026, 4:39 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00b52f58e08190a28506f03fbeda15`	completed	May 10, 2026, 4:41 p.m.

Created at: April 10, 2026, 5:23 a.m.