Triple

T20795950

Position	Surface form	Disambiguated ID	Type / Status
Subject	HUD Office of Special Needs Assistance Programs	`E511909`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	SNAPS SNAPS is the commonly used acronym for the U.S. Department of Housing and Urban Development’s Office of Special Needs Assistance Programs, which oversees federal homeless assistance and related support initiatives.	`E1451179`	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: SNAPS | Statement: [HUD Office of Special Needs Assistance Programs, abbreviation, SNAPS]

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

Target entity: SNAPS
Context triple: [HUD Office of Special Needs Assistance Programs, abbreviation, SNAPS]

A. SNAP
SNAP is the stock ticker symbol for Snap Inc., the American technology and social media company best known for its Snapchat messaging app.
B. Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
C. Special Supplemental Nutrition Program for Women, Infants, and Children
The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
D. Snaps
Snaps is a software product developed by Canonical Ltd., best known for simplifying the packaging, distribution, and updating of applications across different Linux distributions.
E. Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older 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: SNAPS
Triple: [HUD Office of Special Needs Assistance Programs, abbreviation, SNAPS]

Generated description

SNAPS is the commonly used acronym for the U.S. Department of Housing and Urban Development’s Office of Special Needs Assistance Programs, which oversees federal homeless assistance and related support initiatives.

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

Target entity: SNAPS
Target entity description: SNAPS is the commonly used acronym for the U.S. Department of Housing and Urban Development’s Office of Special Needs Assistance Programs, which oversees federal homeless assistance and related support initiatives.

A. SNAP
SNAP is the stock ticker symbol for Snap Inc., the American technology and social media company best known for its Snapchat messaging app.
B. Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
C. Special Supplemental Nutrition Program for Women, Infants, and Children
The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a U.S. federal assistance program that provides nutritious foods, nutrition education, and health care referrals to low-income pregnant and postpartum women, infants, and young children at nutritional risk.
D. Snaps
Snaps is a software product developed by Canonical Ltd., best known for simplifying the packaging, distribution, and updating of applications across different Linux distributions.
E. Commodity Supplemental Food Program
The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older 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_69e0b4cb83948190bd57bec21d78ed53`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6c2acbac48190b9b46c8c2a761bd8`	completed	April 21, 2026, 12:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08f8c11b348190a15c80b400486e59`	completed	May 16, 2026, 11:07 p.m.
NEDg	Description generation	`batch_6a08f9c9314c81909052d1a2e93d740a`	completed	May 16, 2026, 11:12 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08fa7040d88190b592d4f46249c2c1`	completed	May 16, 2026, 11:14 p.m.

Created at: April 16, 2026, 12:39 p.m.