Triple

T2683964
Position Surface form Disambiguated ID Type / Status
Subject Kweisi Mfume E57437 entity
Predicate electedFrom P21595 FINISHED
Object 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.
 E287458 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 7th congressional district | Statement: [Kweisi Mfume, electedFrom, Maryland's 7th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryland's 7th congressional district
Context triple: [Kweisi Mfume, electedFrom, Maryland's 7th congressional district]
  • A. 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.
  • B. Maryland's 4th congressional district
    Maryland's 4th congressional district is a U.S. House district in the Washington, D.C. suburbs that today encompasses much of Prince George's County and is known as a heavily Democratic, majority-minority constituency.
  • C. Virginia's 7th congressional district
    Virginia's 7th congressional district is a U.S. House of Representatives district in Virginia that covers portions of the northern and central parts of the state, including rapidly growing suburban and exurban communities.
  • D. New Jersey's 7th congressional district
    New Jersey's 7th congressional district is a suburban and semi-rural U.S. House district in north-central New Jersey known for its affluent communities and historically competitive, swing-seat politics.
  • E. North Carolina's 7th congressional district
    North Carolina's 7th congressional district is a U.S. House district in southeastern North Carolina that includes both rural areas and growing urban communities and is represented by one member in the United States Congress.
  • 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 7th congressional district
Triple: [Kweisi Mfume, electedFrom, Maryland's 7th congressional district]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryland's 7th congressional district
Target entity description: 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.
  • A. 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.
  • B. Maryland's 4th congressional district
    Maryland's 4th congressional district is a U.S. House district in the Washington, D.C. suburbs that today encompasses much of Prince George's County and is known as a heavily Democratic, majority-minority constituency.
  • C. Virginia's 7th congressional district
    Virginia's 7th congressional district is a U.S. House of Representatives district in Virginia that covers portions of the northern and central parts of the state, including rapidly growing suburban and exurban communities.
  • D. New Jersey's 7th congressional district
    New Jersey's 7th congressional district is a suburban and semi-rural U.S. House district in north-central New Jersey known for its affluent communities and historically competitive, swing-seat politics.
  • E. North Carolina's 7th congressional district
    North Carolina's 7th congressional district is a U.S. House district in southeastern North Carolina that includes both rural areas and growing urban communities and is represented by one member in the United States Congress.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0700d548190944544495a2d42f6 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1a7d9b48190a8b14a7d209e1f26 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.