Triple
T7478577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USC Price School of Public Policy |
E176690
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Urban Planning and Spatial Analysis
The Department of Urban Planning and Spatial Analysis is an academic unit at USC focused on research and education in urban planning, spatial data analysis, and the design and management of cities and regions.
|
E666973
|
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 Urban Planning and Spatial Analysis | Statement: [USC Price School of Public Policy, hasDepartment, Department of Urban Planning and Spatial Analysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Urban Planning and Spatial Analysis Context triple: [USC Price School of Public Policy, hasDepartment, Department of Urban Planning and Spatial Analysis]
-
A.
Department of Urban and Regional Planning
The Department of Urban and Regional Planning is an academic unit specializing in the study and practice of planning, designing, and managing urban and regional spaces, typically offering professional education and research in sustainable development and spatial planning.
-
B.
Department of Urban Planning
The Department of Urban Planning is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on research and graduate education in urban policy, design, and development.
-
C.
Department of Urban Planning
The Department of Urban Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in the planning, development, and management of urban areas.
-
D.
Department of City and Regional Planning
The Department of City and Regional Planning is an academic unit focused on the theory and practice of urban and regional planning, including land use, transportation, housing, and community development.
-
E.
School of Urban Planning
The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
- 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 Urban Planning and Spatial Analysis Triple: [USC Price School of Public Policy, hasDepartment, Department of Urban Planning and Spatial Analysis]
Generated description
The Department of Urban Planning and Spatial Analysis is an academic unit at USC focused on research and education in urban planning, spatial data analysis, and the design and management of cities and regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Urban Planning and Spatial Analysis Target entity description: The Department of Urban Planning and Spatial Analysis is an academic unit at USC focused on research and education in urban planning, spatial data analysis, and the design and management of cities and regions.
-
A.
Department of Urban and Regional Planning
The Department of Urban and Regional Planning is an academic unit specializing in the study and practice of planning, designing, and managing urban and regional spaces, typically offering professional education and research in sustainable development and spatial planning.
-
B.
Department of Urban Planning
The Department of Urban Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in the planning, development, and management of urban areas.
-
C.
Department of Urban Planning
The Department of Urban Planning is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on research and graduate education in urban policy, design, and development.
-
D.
Department of City and Regional Planning
The Department of City and Regional Planning is an academic unit focused on the theory and practice of urban and regional planning, including land use, transportation, housing, and community development.
-
E.
School of Urban Planning
The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
- 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f4f13f548190a8cc59165735b30e |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8348e8d108190b77e59e9df336d81 |
completed | March 28, 2026, 8:05 p.m. |
| NEDg | Description generation | batch_69c836441e3081909671c8c118429eb5 |
completed | March 28, 2026, 8:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c836c34a488190a84e0136bc02f1cd |
completed | March 28, 2026, 8:14 p.m. |
Created at: March 27, 2026, 3:42 p.m.