Triple

T22591519
Position Surface form Disambiguated ID Type / Status
Subject Ocean City municipal departments E564960 entity
Predicate hasPart P35 FINISHED
Object Ocean City Planning and Zoning Department
The Ocean City Planning and Zoning Department is a local government agency responsible for guiding land use, development, and zoning regulations within Ocean City.
 E564960 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: Ocean City Planning and Zoning Department | Statement: [Ocean City municipal departments, hasPart, Ocean City Planning and Zoning Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ocean City Planning and Zoning Department
Context triple: [Ocean City municipal departments, hasPart, Ocean City Planning and Zoning Department]
  • A. Ocean City municipal departments
    Ocean City municipal departments are the various local government agencies and offices responsible for delivering public services and implementing city policies in Ocean City.
  • B. Mayor and City Council of Ocean City
    The Mayor and City Council of Ocean City is the municipal governing body responsible for setting policy, passing local laws, and overseeing the administration of Ocean City, Maryland.
  • C. Office of Zoning and Development
    The Office of Zoning and Development is a City of Atlanta agency responsible for managing land use, zoning regulations, and development review to guide the city’s growth and urban planning.
  • D. Seaside City Council
    Seaside City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in Seaside, California.
  • E. Norfolk Department of City Planning
    The Norfolk Department of City Planning is the municipal agency responsible for guiding land use, development, and historic preservation policy and oversight within the City of Norfolk, Virginia.
  • 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: Ocean City Planning and Zoning Department
Triple: [Ocean City municipal departments, hasPart, Ocean City Planning and Zoning Department]
Generated description
The Ocean City Planning and Zoning Department is a local government agency responsible for guiding land use, development, and zoning regulations within Ocean City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ocean City Planning and Zoning Department
Target entity description: The Ocean City Planning and Zoning Department is a local government agency responsible for guiding land use, development, and zoning regulations within Ocean City.
  • A. Ocean City municipal departments chosen
    Ocean City municipal departments are the various local government agencies and offices responsible for delivering public services and implementing city policies in Ocean City.
  • B. Mayor and City Council of Ocean City
    The Mayor and City Council of Ocean City is the municipal governing body responsible for setting policy, passing local laws, and overseeing the administration of Ocean City, Maryland.
  • C. Office of Zoning and Development
    The Office of Zoning and Development is a City of Atlanta agency responsible for managing land use, zoning regulations, and development review to guide the city’s growth and urban planning.
  • D. Seaside City Council
    Seaside City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in Seaside, California.
  • E. Norfolk Department of City Planning
    The Norfolk Department of City Planning is the municipal agency responsible for guiding land use, development, and historic preservation policy and oversight within the City of Norfolk, Virginia.
  • F. None of above.

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_69e245836014819091b91ed3074742a3 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f16160651081909d23735336fd7a16 completed April 29, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d5c30a881908378d2b858c92e7e completed May 18, 2026, 4:25 p.m.
NEDg Description generation batch_6a0b3f67df248190ab877b91cfec6772 completed May 18, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3fe2ff80819099e665372b4e572b completed May 18, 2026, 4:35 p.m.
Created at: April 17, 2026, 2:49 p.m.