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.