Triple

T553511
Position Surface form Disambiguated ID Type / Status
Subject Metropolitan Washington Council of Governments E11892 entity
Predicate hasMember P10 FINISHED
Object City of Gaithersburg, Maryland
The City of Gaithersburg, Maryland is a suburban municipality in Montgomery County within the Washington, D.C. metropolitan area, known for its diverse population, biotech corridor, and mix of historic and planned communities.
 E89602 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: City of Gaithersburg, Maryland | Statement: [Metropolitan Washington Council of Governments, hasMember, City of Gaithersburg, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Gaithersburg, Maryland
Context triple: [Metropolitan Washington Council of Governments, hasMember, City of Gaithersburg, Maryland]
  • A. Rockville, Maryland
    Rockville, Maryland is a suburban city in Montgomery County just northwest of Washington, D.C., known as a major regional commercial and technology hub and home to several federal agencies.
  • B. North Bethesda, Maryland
    North Bethesda, Maryland is a suburban community in Montgomery County just northwest of Washington, D.C., known for its mixed residential and commercial areas and proximity to major federal agencies.
  • C. Hyattsville, Maryland
    Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
  • D. Camp Springs, Maryland
    Camp Springs, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews and major transportation routes.
  • E. Silver Spring, Maryland
    Silver Spring, Maryland is a major suburban community just north of Washington, D.C., known as a regional commercial hub and home to several federal agencies and media organizations.
  • 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: City of Gaithersburg, Maryland
Triple: [Metropolitan Washington Council of Governments, hasMember, City of Gaithersburg, Maryland]
Generated description
The City of Gaithersburg, Maryland is a suburban municipality in Montgomery County within the Washington, D.C. metropolitan area, known for its diverse population, biotech corridor, and mix of historic and planned communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Gaithersburg, Maryland
Target entity description: The City of Gaithersburg, Maryland is a suburban municipality in Montgomery County within the Washington, D.C. metropolitan area, known for its diverse population, biotech corridor, and mix of historic and planned communities.
  • A. Rockville, Maryland
    Rockville, Maryland is a suburban city in Montgomery County just northwest of Washington, D.C., known as a major regional commercial and technology hub and home to several federal agencies.
  • B. North Bethesda, Maryland
    North Bethesda, Maryland is a suburban community in Montgomery County just northwest of Washington, D.C., known for its mixed residential and commercial areas and proximity to major federal agencies.
  • C. Hyattsville, Maryland
    Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
  • D. Camp Springs, Maryland
    Camp Springs, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews and major transportation routes.
  • E. Silver Spring, Maryland
    Silver Spring, Maryland is a major suburban community just north of Washington, D.C., known as a regional commercial hub and home to several federal agencies and media organizations.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991b296481908cf27e1d1ec67052 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a65e30cdbc819085f3c22f2e5ebb88 completed March 3, 2026, 4:06 a.m.
NEDg Description generation batch_69a65ed6491c8190bd46e0bfa936d1ec completed March 3, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69a65f316bf88190938f802b1aff5e50 completed March 3, 2026, 4:10 a.m.
Created at: March 1, 2026, 7:32 p.m.