Triple

T275458
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Public Health E5237 entity
Predicate hasDivision P35 FINISHED
Object Bureau of Family Health and Nutrition
The Bureau of Family Health and Nutrition is a division of Massachusetts’ public health system that oversees programs and services aimed at improving the health and nutritional well-being of women, infants, children, and families across the state.
E35909 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: Bureau of Family Health and Nutrition | Statement: [Massachusetts Department of Public Health, hasDivision, Bureau of Family Health and Nutrition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Family Health and Nutrition
Context triple: [Massachusetts Department of Public Health, hasDivision, Bureau of Family Health and Nutrition]
  • A. Department of Nutrition
    The Department of Nutrition at the Harvard T.H. Chan School of Public Health is a leading academic and research center focused on the role of diet and nutrition in public health, chronic disease prevention, and global health policy.
  • B. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • C. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • D. Ministry of Health
    The Ministry of Health was the former UK government department responsible for national public health and healthcare policy before its functions were taken over by successor bodies.
  • E. United States Department of Health and Human Services
    The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
  • 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: Bureau of Family Health and Nutrition
Triple: [Massachusetts Department of Public Health, hasDivision, Bureau of Family Health and Nutrition]
Generated description
The Bureau of Family Health and Nutrition is a division of Massachusetts’ public health system that oversees programs and services aimed at improving the health and nutritional well-being of women, infants, children, and families across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Family Health and Nutrition
Target entity description: The Bureau of Family Health and Nutrition is a division of Massachusetts’ public health system that oversees programs and services aimed at improving the health and nutritional well-being of women, infants, children, and families across the state.
  • A. Department of Nutrition
    The Department of Nutrition at the Harvard T.H. Chan School of Public Health is a leading academic and research center focused on the role of diet and nutrition in public health, chronic disease prevention, and global health policy.
  • B. Food and Nutrition Service
    The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
  • C. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • D. Ministry of Health
    The Ministry of Health was the former UK government department responsible for national public health and healthcare policy before its functions were taken over by successor bodies.
  • E. United States Department of Health and Human Services
    The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25dd1cdf881909c2c9b77b7f88684 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391506e2881909fa399aab00d3ac9 completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391bb35bc8190b0c84968c156439b completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a39217ae2c819082fef73a105edf7d completed March 1, 2026, 1:10 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.