Triple

T19504096

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pennsylvania Department of Human Services	`E487974`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Office of Developmental Programs The Office of Developmental Programs is a Pennsylvania state agency office that oversees services and supports for individuals with intellectual and developmental disabilities and autism.	`E1380597`	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: Office of Developmental Programs | Statement: [Pennsylvania Department of Human Services, hasPart, Office of Developmental Programs]

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

Target entity: Office of Developmental Programs
Context triple: [Pennsylvania Department of Human Services, hasPart, Office of Developmental Programs]

A. Department of Child Development
The Department of Child Development is an academic unit specializing in the study and promotion of children's growth, behavior, and well-being across developmental stages.
B. Office of Head Start
The Office of Head Start is a U.S. federal agency within the Administration for Children and Families that oversees and funds early childhood education, health, and family support services for low-income children and families nationwide.
C. Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
D. School Development Division
The School Development Division is a unit within Hong Kong’s Education Bureau responsible for supporting and enhancing the quality, management, and overall development of schools.
E. Office of Program Support
The Office of Program Support is a division within the Indiana Department of Environmental Management that provides administrative, technical, and strategic support services to the agency’s environmental programs.
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: Office of Developmental Programs
Triple: [Pennsylvania Department of Human Services, hasPart, Office of Developmental Programs]

Generated description

The Office of Developmental Programs is a Pennsylvania state agency office that oversees services and supports for individuals with intellectual and developmental disabilities and autism.

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

Target entity: Office of Developmental Programs
Target entity description: The Office of Developmental Programs is a Pennsylvania state agency office that oversees services and supports for individuals with intellectual and developmental disabilities and autism.

A. Department of Child Development
The Department of Child Development is an academic unit specializing in the study and promotion of children's growth, behavior, and well-being across developmental stages.
B. Office of Head Start
The Office of Head Start is a U.S. federal agency within the Administration for Children and Families that oversees and funds early childhood education, health, and family support services for low-income children and families nationwide.
C. Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
D. School Development Division
The School Development Division is a unit within Hong Kong’s Education Bureau responsible for supporting and enhancing the quality, management, and overall development of schools.
E. Office of Program Support
The Office of Program Support is a division within the Indiana Department of Environmental Management that provides administrative, technical, and strategic support services to the agency’s environmental programs.
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_69d8e8d9d1c88190b01cd78b8be49384`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e635105db8819084915dc2d047188d`	completed	April 20, 2026, 2:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07471d8090819086554e08c86c5fe0`	completed	May 15, 2026, 4:17 p.m.
NEDg	Description generation	`batch_6a07480899788190b61de30bff1414d6`	completed	May 15, 2026, 4:21 p.m.
NED2	Entity disambiguation (via description)	`batch_6a07491088a48190914abc69055cf807`	completed	May 15, 2026, 4:25 p.m.

Created at: April 10, 2026, 1:40 p.m.