Triple

T5518296
Position Surface form Disambiguated ID Type / Status
Subject Kent County, Maryland E144739 entity
Predicate hasTown P847 FINISHED
Object Millington, Maryland
Millington, Maryland is a small rural town in eastern Maryland situated near the Chester River and known for its quiet residential character and surrounding farmland.
E690441 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: Millington, Maryland | Statement: [Kent County, Maryland, hasTown, Millington, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millington, Maryland
Context triple: [Kent County, Maryland, hasTown, Millington, Maryland]
  • A. Mitchellville, Maryland
    Mitchellville, Maryland is a suburban, predominantly residential community in Prince George’s County known for its affluent, largely African American population and proximity to Washington, D.C.
  • B. Myersville, Maryland
    Myersville, Maryland is a small town in Frederick County known for its rural charm and scenic setting in western Maryland.
  • C. Bloomington, Maryland
    Bloomington, Maryland is a small unincorporated community in Garrett County known for its location along the North Branch of the Potomac River and its historical ties to coal mining and rail transport.
  • D. Middletown, Maryland
    Middletown, Maryland is a small historic town in western Maryland known for its scenic Middletown Valley setting and role in Civil War-era events.
  • E. Morningside, Maryland
    Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
  • 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: Millington, Maryland
Triple: [Kent County, Maryland, hasTown, Millington, Maryland]
Generated description
Millington, Maryland is a small rural town in eastern Maryland situated near the Chester River and known for its quiet residential character and surrounding farmland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millington, Maryland
Target entity description: Millington, Maryland is a small rural town in eastern Maryland situated near the Chester River and known for its quiet residential character and surrounding farmland.
  • A. Mitchellville, Maryland
    Mitchellville, Maryland is a suburban, predominantly residential community in Prince George’s County known for its affluent, largely African American population and proximity to Washington, D.C.
  • B. Myersville, Maryland
    Myersville, Maryland is a small town in Frederick County known for its rural charm and scenic setting in western Maryland.
  • C. Bloomington, Maryland
    Bloomington, Maryland is a small unincorporated community in Garrett County known for its location along the North Branch of the Potomac River and its historical ties to coal mining and rail transport.
  • D. Middletown, Maryland
    Middletown, Maryland is a small historic town in western Maryland known for its scenic Middletown Valley setting and role in Civil War-era events.
  • E. Morningside, Maryland
    Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f6cefe48190bfda90d6afab8468 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9379e5898819083bece0d129fed5c completed March 29, 2026, 2:30 p.m.
NEDg Description generation batch_69c93896e0788190ab14cc289919bfd6 completed March 29, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69c938e5e8b08190a1a4f4240036bb29 completed March 29, 2026, 2:36 p.m.
Created at: March 22, 2026, 3:33 p.m.