Triple

T5035939
Position Surface form Disambiguated ID Type / Status
Subject Marshall Heights E113421 entity
Predicate partOf P40 FINISHED
Object Ward 7 of Washington, D.C.
Ward 7 of Washington, D.C. is a largely residential ward in the city’s eastern quadrant, known for its predominantly African American communities, historic neighborhoods, and ongoing redevelopment efforts.
 E488590 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: Ward 7 of Washington, D.C. | Statement: [Marshall Heights, partOf, Ward 7 of Washington, D.C.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ward 7 of Washington, D.C.
Context triple: [Marshall Heights, partOf, Ward 7 of Washington, D.C.]
  • A. Ward 2 of Washington, D.C.
    Ward 2 of Washington, D.C. is a central electoral ward that includes many of the city’s historic, political, and affluent neighborhoods, such as downtown, Georgetown, and Kalorama.
  • B. Ward 5 of Washington, D.C.
    Ward 5 of Washington, D.C. is a largely residential and historically working- to middle-class ward in the northeastern part of the city, encompassing neighborhoods such as Brookland, Eckington, and Trinidad.
  • C. Ward 6 of Washington, D.C.
    Ward 6 of Washington, D.C. is a centrally located ward that includes historic Capitol Hill and several revitalized waterfront and downtown neighborhoods.
  • D. Ward 4 of Washington, D.C.
    Ward 4 of Washington, D.C. is a largely residential ward in the city’s northern area, encompassing neighborhoods such as Petworth, Brightwood, and Shepherd Park.
  • E. Ward 3 of Washington, D.C.
    Ward 3 of Washington, D.C. is a largely residential, affluent ward in the city’s northwest, known for its leafy neighborhoods, high-performing schools, and stable, upper-middle-class character.
  • 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: Ward 7 of Washington, D.C.
Triple: [Marshall Heights, partOf, Ward 7 of Washington, D.C.]
Generated description
Ward 7 of Washington, D.C. is a largely residential ward in the city’s eastern quadrant, known for its predominantly African American communities, historic neighborhoods, and ongoing redevelopment efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ward 7 of Washington, D.C.
Target entity description: Ward 7 of Washington, D.C. is a largely residential ward in the city’s eastern quadrant, known for its predominantly African American communities, historic neighborhoods, and ongoing redevelopment efforts.
  • A. Ward 2 of Washington, D.C.
    Ward 2 of Washington, D.C. is a central electoral ward that includes many of the city’s historic, political, and affluent neighborhoods, such as downtown, Georgetown, and Kalorama.
  • B. Ward 5 of Washington, D.C.
    Ward 5 of Washington, D.C. is a largely residential and historically working- to middle-class ward in the northeastern part of the city, encompassing neighborhoods such as Brookland, Eckington, and Trinidad.
  • C. Ward 6 of Washington, D.C.
    Ward 6 of Washington, D.C. is a centrally located ward that includes historic Capitol Hill and several revitalized waterfront and downtown neighborhoods.
  • D. Ward 4 of Washington, D.C.
    Ward 4 of Washington, D.C. is a largely residential ward in the city’s northern area, encompassing neighborhoods such as Petworth, Brightwood, and Shepherd Park.
  • E. Ward 3 of Washington, D.C.
    Ward 3 of Washington, D.C. is a largely residential, affluent ward in the city’s northwest, known for its leafy neighborhoods, high-performing schools, and stable, upper-middle-class character.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73b9ad488190a2a8c4da8858eb91 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c79265081908512b39cc74161f8 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d517df88190bcd682badaca96c8 completed March 21, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69be9dea9de48190805b1e3527b47a00 completed March 21, 2026, 1:32 p.m.
Created at: March 20, 2026, 1:37 p.m.