Triple

T2111745

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Elementary and Secondary Education	`E42518`	entity
Predicate	overseesProgram	`P86`	FINISHED
Object	Neglected, Delinquent, or At-Risk program The Neglected, Delinquent, or At-Risk program is a federal education initiative that provides supplemental academic and support services to children and youth in institutions or situations of neglect, delinquency, or high risk to help them meet state academic standards and successfully transition back to school and community life.	`E234114`	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: Neglected, Delinquent, or At-Risk program | Statement: [Office of Elementary and Secondary Education, overseesProgram, Neglected, Delinquent, or At-Risk program]

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

Target entity: Neglected, Delinquent, or At-Risk program
Context triple: [Office of Elementary and Secondary Education, overseesProgram, Neglected, Delinquent, or At-Risk program]

A. Juvenile Justice Division
The Juvenile Justice Division is a specialized branch of the Circuit Court of Cook County that handles cases involving minors accused of delinquent or criminal behavior.
B. Adoption Assistance Program
The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
C. Continuum of Care Program
The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
D. Head Start program
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
E. Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
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: Neglected, Delinquent, or At-Risk program
Triple: [Office of Elementary and Secondary Education, overseesProgram, Neglected, Delinquent, or At-Risk program]

Generated description

The Neglected, Delinquent, or At-Risk program is a federal education initiative that provides supplemental academic and support services to children and youth in institutions or situations of neglect, delinquency, or high risk to help them meet state academic standards and successfully transition back to school and community life.

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

Target entity: Neglected, Delinquent, or At-Risk program
Target entity description: The Neglected, Delinquent, or At-Risk program is a federal education initiative that provides supplemental academic and support services to children and youth in institutions or situations of neglect, delinquency, or high risk to help them meet state academic standards and successfully transition back to school and community life.

A. Juvenile Justice Division
The Juvenile Justice Division is a specialized branch of the Circuit Court of Cook County that handles cases involving minors accused of delinquent or criminal behavior.
B. Adoption Assistance Program
The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
C. Continuum of Care Program
The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
D. Head Start program
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
E. Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
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_69a8871040f08190aac2e2d0ab6b47ad`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abbb0369a88190af02f0e4e05e2511`	completed	March 7, 2026, 5:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae30721e1c8190869d577f58015141`	completed	March 9, 2026, 2:29 a.m.
NEDg	Description generation	`batch_69ae3112c4648190952ad02ef8037b36`	completed	March 9, 2026, 2:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae319b3d688190adea922024e552cd`	completed	March 9, 2026, 2:34 a.m.

Created at: March 4, 2026, 7:43 p.m.