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.