Triple
T9537394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the City of Philadelphia |
E230052
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Philadelphia Department of Licenses and Inspections
The Philadelphia Department of Licenses and Inspections is the city agency responsible for issuing permits, enforcing building and safety codes, and regulating businesses and properties to protect public health and safety in Philadelphia.
|
E230052
|
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 Licenses and Inspections | Statement: [Government of the City of Philadelphia, hasDepartment, Philadelphia Department of Licenses and Inspections]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Licenses and Inspections Context triple: [Government of the City of Philadelphia, hasDepartment, Philadelphia Department of Licenses and Inspections]
-
A.
Government of the City of Philadelphia
The Government of the City of Philadelphia is the municipal administration responsible for governing Philadelphia, Pennsylvania, through its executive, legislative, and related public service departments and agencies.
-
B.
Philadelphia Managing Director’s Office
The Philadelphia Managing Director’s Office is a key executive agency in city government responsible for coordinating and managing the delivery of municipal services and operations across Philadelphia.
-
C.
Division of Licensing Services
The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
-
D.
Lexington Building Department
The Lexington Building Department is the municipal office responsible for administering building permits, inspections, and code enforcement for construction and development in the Town of Lexington.
-
E.
Pennsylvania Bureau of Enforcement and Investigation
The Pennsylvania Bureau of Enforcement and Investigation is a state agency unit responsible for investigating and enforcing compliance with professional licensing and election laws under the authority of the Secretary of the Commonwealth.
- 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 Licenses and Inspections Triple: [Government of the City of Philadelphia, hasDepartment, Philadelphia Department of Licenses and Inspections]
Generated description
The Philadelphia Department of Licenses and Inspections is the city agency responsible for issuing permits, enforcing building and safety codes, and regulating businesses and properties to protect public health and safety in Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Licenses and Inspections Target entity description: The Philadelphia Department of Licenses and Inspections is the city agency responsible for issuing permits, enforcing building and safety codes, and regulating businesses and properties to protect public health and safety in Philadelphia.
-
A.
Government of the City of Philadelphia
chosen
The Government of the City of Philadelphia is the municipal administration responsible for governing Philadelphia, Pennsylvania, through its executive, legislative, and related public service departments and agencies.
-
B.
Philadelphia Managing Director’s Office
The Philadelphia Managing Director’s Office is a key executive agency in city government responsible for coordinating and managing the delivery of municipal services and operations across Philadelphia.
-
C.
Division of Licensing Services
The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
-
D.
Lexington Building Department
The Lexington Building Department is the municipal office responsible for administering building permits, inspections, and code enforcement for construction and development in the Town of Lexington.
-
E.
Pennsylvania Bureau of Enforcement and Investigation
The Pennsylvania Bureau of Enforcement and Investigation is a state agency unit responsible for investigating and enforcing compliance with professional licensing and election laws under the authority of the Secretary of the Commonwealth.
- F. None of above.
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.