Triple

T17179983
Position Surface form Disambiguated ID Type / Status
Subject City of Lancaster government E416954 entity
Predicate hasSubdivision P747 FINISHED
Object Lancaster Planning Department
The Lancaster Planning Department is a municipal agency responsible for guiding land use, development, and long-term urban planning within the City of Lancaster.
 E416954 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: Lancaster Planning Department | Statement: [City of Lancaster government, hasSubdivision, Lancaster Planning Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lancaster Planning Department
Context triple: [City of Lancaster government, hasSubdivision, Lancaster Planning Department]
  • A. City of Lancaster government
    The City of Lancaster government is the municipal authority responsible for administering public services, local policies, and development initiatives within Lancaster, California.
  • B. Lancaster Police Department
    The Lancaster Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Lancaster, Texas.
  • C. City of Lancaster Parks and Recreation
    City of Lancaster Parks and Recreation is the municipal department responsible for managing parks, recreational facilities, and community programs in Lancaster, California.
  • D. Town of Lancaster government
    The Town of Lancaster government is the municipal authority responsible for providing local services, administration, and governance for residents of the Town of Lancaster in New York.
  • E. Lancaster City Council
    Lancaster City Council is the local government authority responsible for providing municipal services and administration for the city of Lancaster in England.
  • 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: Lancaster Planning Department
Triple: [City of Lancaster government, hasSubdivision, Lancaster Planning Department]
Generated description
The Lancaster Planning Department is a municipal agency responsible for guiding land use, development, and long-term urban planning within the City of Lancaster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lancaster Planning Department
Target entity description: The Lancaster Planning Department is a municipal agency responsible for guiding land use, development, and long-term urban planning within the City of Lancaster.
  • A. City of Lancaster government chosen
    The City of Lancaster government is the municipal authority responsible for administering public services, local policies, and development initiatives within Lancaster, California.
  • B. Lancaster Police Department
    The Lancaster Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Lancaster, Texas.
  • C. City of Lancaster Parks and Recreation
    City of Lancaster Parks and Recreation is the municipal department responsible for managing parks, recreational facilities, and community programs in Lancaster, California.
  • D. Town of Lancaster government
    The Town of Lancaster government is the municipal authority responsible for providing local services, administration, and governance for residents of the Town of Lancaster in New York.
  • E. Lancaster City Council
    Lancaster City Council is the local government authority responsible for providing municipal services and administration for the city of Lancaster in England.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc10afb48190a71f4a46f0280a14 completed April 18, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014847a19481909b1249c2fe428bfc completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014cf269b48190bf58eb71a9fec897 completed May 11, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_6a014d5d10b4819086969145c2d4fb56 completed May 11, 2026, 3:30 a.m.
Created at: April 10, 2026, 5:37 a.m.