Triple
T23047115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of City Planning |
E573906
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
Department of City Planning
The Department of City Planning is a municipal government agency responsible for guiding land use, urban development, and long-term planning policies within a city.
|
E1568800
|
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 City Planning | Statement: [Department of City Planning, name, Department of City Planning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of City Planning Context triple: [Department of City Planning, name, Department of City Planning]
-
A.
Department of City Planning
The Department of City Planning is an academic unit within the University of Manitoba’s Faculty of Architecture that focuses on education and research in urban and regional planning.
-
B.
Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
-
C.
Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
-
D.
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.
-
E.
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.
- 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 City Planning Triple: [Department of City Planning, name, Department of City Planning]
Generated description
The Department of City Planning is a municipal government agency responsible for guiding land use, urban development, and long-term planning policies within a city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of City Planning Target entity description: The Department of City Planning is a municipal government agency responsible for guiding land use, urban development, and long-term planning policies within a city.
-
A.
Department of City Planning
The Department of City Planning is an academic unit within the University of Manitoba’s Faculty of Architecture that focuses on education and research in urban and regional planning.
-
B.
Department of Planning
The Department of Planning is a municipal agency in Atlanta responsible for guiding the city’s land use, zoning, urban design, and long-term development strategy.
-
C.
Department of Planning
The Department of Planning is a governmental body in Taiwan responsible for formulating, coordinating, and evaluating national interior and administrative development policies under the Ministry of the Interior.
-
D.
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.
-
E.
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.
- 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18678e5c48190a96a7b4c9c82f8fe |
completed | April 29, 2026, 4:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0adc6300819096db90634b70e16a |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0f3fe0d081908b86806ec2399eca |
completed | May 19, 2026, 7:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0fd3f8608190879a222a697716bd |
completed | May 19, 2026, 7:23 a.m. |
Created at: April 17, 2026, 3:54 p.m.