Triple
T4772531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Plymouth government |
E105965
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Plymouth Planning and Development departments
The Plymouth Planning and Development departments are municipal agencies responsible for guiding land use, zoning, and community development within the Town of Plymouth.
|
E469113
|
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: Plymouth Planning and Development departments | Statement: [Town of Plymouth government, oversees, Plymouth Planning and Development departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plymouth Planning and Development departments Context triple: [Town of Plymouth government, oversees, Plymouth Planning and Development departments]
-
A.
Department of Community Planning, Housing and Development
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
-
B.
Office of Planning, Development and Community Infrastructure
The Office of Planning, Development and Community Infrastructure is a division of New York State government that supports community planning, sustainable development, and infrastructure improvement initiatives across the state.
-
C.
Ministry of Town and Country Planning
The Ministry of Town and Country Planning was a UK government department responsible for postwar land-use planning and the creation of new towns to manage urban growth and reconstruction.
-
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 for Planning and Operations
The Department for Planning and Operations is an administrative unit of the Lutheran World Federation responsible for coordinating organizational planning, resource management, and operational support across its global activities.
- 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: Plymouth Planning and Development departments Triple: [Town of Plymouth government, oversees, Plymouth Planning and Development departments]
Generated description
The Plymouth Planning and Development departments are municipal agencies responsible for guiding land use, zoning, and community development within the Town of Plymouth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plymouth Planning and Development departments Target entity description: The Plymouth Planning and Development departments are municipal agencies responsible for guiding land use, zoning, and community development within the Town of Plymouth.
-
A.
Department of Community Planning, Housing and Development
The Department of Community Planning, Housing and Development is an Arlington County government agency responsible for guiding land use, urban planning, housing policy, and development review to shape the county’s built environment and community growth.
-
B.
Office of Planning, Development and Community Infrastructure
The Office of Planning, Development and Community Infrastructure is a division of New York State government that supports community planning, sustainable development, and infrastructure improvement initiatives across the state.
-
C.
Ministry of Town and Country Planning
The Ministry of Town and Country Planning was a UK government department responsible for postwar land-use planning and the creation of new towns to manage urban growth and reconstruction.
-
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 for Planning and Operations
The Department for Planning and Operations is an administrative unit of the Lutheran World Federation responsible for coordinating organizational planning, resource management, and operational support across its global activities.
- 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_69bd43f226fc8190b867cc249c2a9042 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd655f98b0819088c05c5502ecf2cd |
completed | March 20, 2026, 3:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43be262c8190b9b9e2e6c2623ff7 |
completed | March 21, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69be455ccc088190be853426f582e9af |
completed | March 21, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be46936b508190a2b0f24b52eef11e |
completed | March 21, 2026, 7:19 a.m. |
Created at: March 20, 2026, 1:21 p.m.