Triple
T5031252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Hempstead government |
E113307
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
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.
|
E487536
|
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 and Economic Development | Statement: [Town of Hempstead government, hasDepartment, Department of Planning and Economic Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Planning and Economic Development Context triple: [Town of Hempstead government, hasDepartment, Department of Planning and Economic Development]
-
A.
Department of Economic Development
The Department of Economic Development was a former Isle of Man government department responsible for promoting economic growth, business support, and inward investment before its functions were absorbed into the Department for Enterprise.
-
B.
Office of the Deputy Mayor for Planning and Economic Development
The Office of the Deputy Mayor for Planning and Economic Development is a District of Columbia government agency responsible for coordinating citywide economic development, land use planning, and investment initiatives to promote growth and revitalization.
-
C.
Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
-
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.
Development Bureau
The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban 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 and Economic Development Triple: [Town of Hempstead government, hasDepartment, Department of Planning and Economic Development]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Planning and Economic Development Target entity description: 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.
-
A.
Department of Economic Development
The Department of Economic Development was a former Isle of Man government department responsible for promoting economic growth, business support, and inward investment before its functions were absorbed into the Department for Enterprise.
-
B.
Office of the Deputy Mayor for Planning and Economic Development
The Office of the Deputy Mayor for Planning and Economic Development is a District of Columbia government agency responsible for coordinating citywide economic development, land use planning, and investment initiatives to promote growth and revitalization.
-
C.
Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
-
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.
Development Bureau
The Development Bureau is a policy bureau of the Hong Kong SAR government responsible for planning, land use, public works, and sustainable urban 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73922a4c81908651c2d9b5e01cb6 |
completed | March 20, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c6df1b88190ad61c87a28312957 |
completed | March 21, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69be9d0b87d48190a2f75e7c6e472d94 |
completed | March 21, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9d6b81888190b203988b37306df2 |
completed | March 21, 2026, 1:30 p.m. |
Created at: March 20, 2026, 1:36 p.m.