Triple

T1925053

Position	Surface form	Disambiguated ID	Type / Status
Subject	Loma Linda University	`E40810`	entity
Predicate	knownFor	`P22`	FINISHED
Object	Adventist Health Studies Adventist Health Studies are a series of large, long-term epidemiological research projects examining the relationship between lifestyle factors—especially diet—and health outcomes among Seventh-day Adventists.	`E215557`	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: Adventist Health Studies | Statement: [Loma Linda University, knownFor, Adventist Health Studies]

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

Target entity: Adventist Health Studies
Context triple: [Loma Linda University, knownFor, Adventist Health Studies]

A. Framingham Heart Study
The Framingham Heart Study is a long-term, large-scale epidemiological research project that has followed generations of residents in Framingham, Massachusetts to identify risk factors for cardiovascular disease.
B. Vollum Institute
The Vollum Institute is a neuroscience research center renowned for its fundamental studies of the brain and nervous system, based at Oregon Health & Science University in Portland, Oregon.
C. Jackson Heart Study
The Jackson Heart Study is a large, long-term epidemiological research project focused on understanding cardiovascular disease and its risk factors among African American communities, particularly in Jackson, Mississippi.
D. Linus Pauling Institute
The Linus Pauling Institute is a research center at Oregon State University focused on the roles of vitamins, minerals, and other micronutrients in promoting health and preventing disease.
E. Behavioral Risk Factor Surveillance System
The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
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: Adventist Health Studies
Triple: [Loma Linda University, knownFor, Adventist Health Studies]

Generated description

Adventist Health Studies are a series of large, long-term epidemiological research projects examining the relationship between lifestyle factors—especially diet—and health outcomes among Seventh-day Adventists.

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

Target entity: Adventist Health Studies
Target entity description: Adventist Health Studies are a series of large, long-term epidemiological research projects examining the relationship between lifestyle factors—especially diet—and health outcomes among Seventh-day Adventists.

A. Framingham Heart Study
The Framingham Heart Study is a long-term, large-scale epidemiological research project that has followed generations of residents in Framingham, Massachusetts to identify risk factors for cardiovascular disease.
B. Vollum Institute
The Vollum Institute is a neuroscience research center renowned for its fundamental studies of the brain and nervous system, based at Oregon Health & Science University in Portland, Oregon.
C. Jackson Heart Study
The Jackson Heart Study is a large, long-term epidemiological research project focused on understanding cardiovascular disease and its risk factors among African American communities, particularly in Jackson, Mississippi.
D. Linus Pauling Institute
The Linus Pauling Institute is a research center at Oregon State University focused on the roles of vitamins, minerals, and other micronutrients in promoting health and preventing disease.
E. Behavioral Risk Factor Surveillance System
The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
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_69a8864711648190b07bed24ed76258e`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb260da088190ac53bfc9437e112b`	completed	March 7, 2026, 5:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adf3e881748190b00f125185e91271`	completed	March 8, 2026, 10:10 p.m.
NEDg	Description generation	`batch_69adf494f0288190bf77285d18fcd3d9`	completed	March 8, 2026, 10:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69adf51f49488190b9b0465b4da685c1`	completed	March 8, 2026, 10:15 p.m.

Created at: March 4, 2026, 7:35 p.m.