Triple

T18394523
Position Surface form Disambiguated ID Type / Status
Subject Carroll County, Maryland E449830 entity
Predicate congressionalDistrict P3909 FINISHED
Object Maryland's 2nd congressional district
Maryland's 2nd congressional district is a U.S. House district centered in the Baltimore metropolitan area, encompassing a mix of suburban and urban communities.
 E1324300 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: Maryland's 2nd congressional district | Statement: [Carroll County, Maryland, congressionalDistrict, Maryland's 2nd congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryland's 2nd congressional district
Context triple: [Carroll County, Maryland, congressionalDistrict, Maryland's 2nd congressional district]
  • A. Maryland's 1st congressional district
    Maryland's 1st congressional district is a predominantly rural and coastal U.S. House district on Maryland’s Eastern Shore, known for its agriculture, fishing industries, and conservative-leaning electorate.
  • B. Maryland's 7th congressional district
    Maryland's 7th congressional district is a predominantly urban, majority-Black U.S. House district centered on Baltimore that has long been a stronghold for Democratic representation.
  • C. Maryland's 3rd congressional district
    Maryland's 3rd congressional district is a U.S. House district centered in the Baltimore area, known for its irregular boundaries and strong Democratic lean.
  • D. Maryland's 5th congressional district
    Maryland's 5th congressional district is a U.S. House of Representatives district in Maryland that includes parts of the Washington, D.C. metropolitan area and Southern Maryland.
  • E. Maryland's 6th congressional district
    Maryland's 6th congressional district is a U.S. House district in western Maryland that includes both suburban communities near Washington, D.C., and more rural areas extending toward the state’s western border.
  • 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: Maryland's 2nd congressional district
Triple: [Carroll County, Maryland, congressionalDistrict, Maryland's 2nd congressional district]
Generated description
Maryland's 2nd congressional district is a U.S. House district centered in the Baltimore metropolitan area, encompassing a mix of suburban and urban communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryland's 2nd congressional district
Target entity description: Maryland's 2nd congressional district is a U.S. House district centered in the Baltimore metropolitan area, encompassing a mix of suburban and urban communities.
  • A. Maryland's 1st congressional district
    Maryland's 1st congressional district is a predominantly rural and coastal U.S. House district on Maryland’s Eastern Shore, known for its agriculture, fishing industries, and conservative-leaning electorate.
  • B. Maryland's 7th congressional district
    Maryland's 7th congressional district is a predominantly urban, majority-Black U.S. House district centered on Baltimore that has long been a stronghold for Democratic representation.
  • C. Maryland's 3rd congressional district
    Maryland's 3rd congressional district is a U.S. House district centered in the Baltimore area, known for its irregular boundaries and strong Democratic lean.
  • D. Maryland's 5th congressional district
    Maryland's 5th congressional district is a U.S. House of Representatives district in Maryland that includes parts of the Washington, D.C. metropolitan area and Southern Maryland.
  • E. Maryland's 6th congressional district
    Maryland's 6th congressional district is a U.S. House district in western Maryland that includes both suburban communities near Washington, D.C., and more rural areas extending toward the state’s western border.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e51845d6708190bc96ec801e21b7a3 completed April 19, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a06d7081908300196891849a74 completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f200c7148190a57f7896ff22b958 completed May 13, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_6a03f341ce908190b1cb1ba350814107 completed May 13, 2026, 3:42 a.m.
Created at: April 10, 2026, 10:46 a.m.