Triple

T6660822

Position	Surface form	Disambiguated ID	Type / Status
Subject	Aruna Miller	`E151470`	entity
Predicate	representedDistrict	`P1239`	FINISHED
Object	Maryland House of Delegates District 15 Maryland House of Delegates District 15 is a legislative district in the Maryland General Assembly that covers parts of Montgomery County and elects delegates to the state's lower house.	`E608839`	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 House of Delegates District 15 | Statement: [Aruna Miller, representedDistrict, Maryland House of Delegates District 15]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Maryland House of Delegates District 15
Context triple: [Aruna Miller, representedDistrict, Maryland House of Delegates District 15]

A. 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.
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 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.
D. 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.
E. 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.
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 House of Delegates District 15
Triple: [Aruna Miller, representedDistrict, Maryland House of Delegates District 15]

Generated description

Maryland House of Delegates District 15 is a legislative district in the Maryland General Assembly that covers parts of Montgomery County and elects delegates to the state's lower house.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Maryland House of Delegates District 15
Target entity description: Maryland House of Delegates District 15 is a legislative district in the Maryland General Assembly that covers parts of Montgomery County and elects delegates to the state's lower house.

A. 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.
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 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.
D. 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.
E. 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.
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_69c687f5fac48190a09e4838d9c6b45d`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6b0737cb08190ad455b48fd30eec8`	completed	March 27, 2026, 4:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6ef0738a88190802abaeb0ab0a927`	completed	March 27, 2026, 8:56 p.m.
NEDg	Description generation	`batch_69c6f0a3f0b481908dfe70d626277e8f`	completed	March 27, 2026, 9:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6f1a3995c8190b22766356b6e6bf8`	completed	March 27, 2026, 9:07 p.m.

Created at: March 27, 2026, 2:02 p.m.