Triple
T10144942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philadelphia Historical Commission |
E231679
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Department of Licenses and Inspections of Philadelphia
The Department of Licenses and Inspections of Philadelphia is the city agency responsible for issuing permits, enforcing building and safety codes, and overseeing property-related regulations to protect public health and welfare.
|
E844417
|
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: Department of Licenses and Inspections of Philadelphia | Statement: [Philadelphia Historical Commission, collaboratesWith, Department of Licenses and Inspections of Philadelphia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Licenses and Inspections of Philadelphia Context triple: [Philadelphia Historical Commission, collaboratesWith, Department of Licenses and Inspections of Philadelphia]
-
A.
Philadelphia Department of Planning and Development
The Philadelphia Department of Planning and Development is the municipal agency responsible for guiding land use, urban planning, housing policy, and development regulation within the City of Philadelphia.
-
B.
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.
-
C.
Philadelphia Department of Commerce
The Philadelphia Department of Commerce is the city’s primary economic development agency, responsible for fostering business growth, job creation, and investment in Philadelphia.
-
D.
Office of the Mayor of Philadelphia
The Office of the Mayor of Philadelphia is the executive branch leadership office responsible for governing the City of Philadelphia and implementing its policies, programs, and administrative priorities.
-
E.
Philadelphia Department of Revenue
The Philadelphia Department of Revenue is the municipal agency responsible for collecting taxes, fees, and other revenues and administering related financial programs for the City of Philadelphia.
- 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: Department of Licenses and Inspections of Philadelphia Triple: [Philadelphia Historical Commission, collaboratesWith, Department of Licenses and Inspections of Philadelphia]
Generated description
The Department of Licenses and Inspections of Philadelphia is the city agency responsible for issuing permits, enforcing building and safety codes, and overseeing property-related regulations to protect public health and welfare.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Licenses and Inspections of Philadelphia Target entity description: The Department of Licenses and Inspections of Philadelphia is the city agency responsible for issuing permits, enforcing building and safety codes, and overseeing property-related regulations to protect public health and welfare.
-
A.
Philadelphia Department of Planning and Development
The Philadelphia Department of Planning and Development is the municipal agency responsible for guiding land use, urban planning, housing policy, and development regulation within the City of Philadelphia.
-
B.
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.
-
C.
Philadelphia Department of Commerce
The Philadelphia Department of Commerce is the city’s primary economic development agency, responsible for fostering business growth, job creation, and investment in Philadelphia.
-
D.
Office of the Mayor of Philadelphia
The Office of the Mayor of Philadelphia is the executive branch leadership office responsible for governing the City of Philadelphia and implementing its policies, programs, and administrative priorities.
-
E.
Philadelphia Department of Revenue
The Philadelphia Department of Revenue is the municipal agency responsible for collecting taxes, fees, and other revenues and administering related financial programs for the City of Philadelphia.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb2a373081908615f7b2314e7f90 |
completed | April 2, 2026, 4:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e62236c88190a6ddaf4957cb8b5f |
completed | April 5, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69d2e73fd6988190a338a9e49dc3671b |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8c425b88190b20f1706fe3343f4 |
completed | April 5, 2026, 10:57 p.m. |
Created at: March 30, 2026, 9:07 p.m.