Triple
T16992294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Atlanta government |
E412221
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
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.
|
E1245045
|
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 Planning | Statement: [City of Atlanta government, hasOffice, Department of Planning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Planning Context triple: [City of Atlanta government, hasOffice, Department of Planning]
-
A.
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.
-
B.
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.
-
C.
Department of Planning and Economic Development
The Department of Planning and Economic Development is a municipal agency in the Town of Hempstead responsible for guiding land use, zoning, and economic growth initiatives within the town.
-
D.
Department of Physical Planning
The Department of Physical Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in spatial, urban, and regional planning.
-
E.
Department of General Planning
The Department of General Planning is a key division within Taiwan’s Ministry of Economic Affairs responsible for overarching economic policy planning, coordination, and strategic 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 Planning Triple: [City of Atlanta government, hasOffice, Department of Planning]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Planning Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Department of Planning and Economic Development
The Department of Planning and Economic Development is a municipal agency in the Town of Hempstead responsible for guiding land use, zoning, and economic growth initiatives within the town.
-
D.
Department of Physical Planning
The Department of Physical Planning is an academic unit at the School of Planning and Architecture, Delhi, focused on education and research in spatial, urban, and regional planning.
-
E.
Department of General Planning
The Department of General Planning is a key division within Taiwan’s Ministry of Economic Affairs responsible for overarching economic policy planning, coordination, and strategic 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d283d2388190a78bf8d179e83fdc |
completed | April 18, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc14d5688190945f7ae72f724922 |
completed | May 10, 2026, 7:27 p.m. |
| NEDg | Description generation | batch_6a0114d5aeb0819086f1a5d279ac0d0f |
completed | May 10, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0115c967b0819088e2335fd45d755b |
completed | May 10, 2026, 11:33 p.m. |
Created at: April 10, 2026, 5:32 a.m.