Triple

T9537412
Position Surface form Disambiguated ID Type / Status
Subject Government of the City of Philadelphia E230052 entity
Predicate hasAgency P3933 FINISHED
Object Philadelphia Department of Behavioral Health and Intellectual disAbility Services
The Philadelphia Department of Behavioral Health and Intellectual disAbility Services is the city’s public agency responsible for planning, funding, and overseeing mental health, substance use, and intellectual disability services for Philadelphia residents.
E804902 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: Philadelphia Department of Behavioral Health and Intellectual disAbility Services | Statement: [Government of the City of Philadelphia, hasAgency, Philadelphia Department of Behavioral Health and Intellectual disAbility Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Behavioral Health and Intellectual disAbility Services
Context triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Department of Behavioral Health and Intellectual disAbility Services]
  • A. Pennsylvania Department of Human Services
    The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
  • B. Massachusetts Department of Developmental Services
    The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
  • C. Behavioral Health Division
    The Behavioral Health Division is a branch of the Oregon Health Authority responsible for overseeing and coordinating mental health and substance use services across the state.
  • D. District of Columbia Department of Behavioral Health
    The District of Columbia Department of Behavioral Health is the city’s public agency responsible for overseeing and providing mental health and substance use disorder services for residents of Washington, D.C.
  • E. California Department of Developmental Services
    The California Department of Developmental Services is a state agency that oversees services and supports for individuals with developmental disabilities and their families throughout California.
  • 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: Philadelphia Department of Behavioral Health and Intellectual disAbility Services
Triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Department of Behavioral Health and Intellectual disAbility Services]
Generated description
The Philadelphia Department of Behavioral Health and Intellectual disAbility Services is the city’s public agency responsible for planning, funding, and overseeing mental health, substance use, and intellectual disability services for Philadelphia residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Behavioral Health and Intellectual disAbility Services
Target entity description: The Philadelphia Department of Behavioral Health and Intellectual disAbility Services is the city’s public agency responsible for planning, funding, and overseeing mental health, substance use, and intellectual disability services for Philadelphia residents.
  • A. Pennsylvania Department of Human Services
    The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
  • B. Massachusetts Department of Developmental Services
    The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
  • C. Behavioral Health Division
    The Behavioral Health Division is a branch of the Oregon Health Authority responsible for overseeing and coordinating mental health and substance use services across the state.
  • D. District of Columbia Department of Behavioral Health
    The District of Columbia Department of Behavioral Health is the city’s public agency responsible for overseeing and providing mental health and substance use disorder services for residents of Washington, D.C.
  • E. California Department of Developmental Services
    The California Department of Developmental Services is a state agency that oversees services and supports for individuals with developmental disabilities and their families throughout California.
  • 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_69ca847b1b3081908f72bc932c17cc41 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98ce884c8190a8b3c2dc7c73c2c9 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c5684308190a9cb2942f7d2f2b0 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14ce2abe48190b554d08ca34508b0 completed April 4, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69d14d6abc9481909401a8cc097c304d completed April 4, 2026, 5:42 p.m.
Created at: March 30, 2026, 8:01 p.m.