Triple

T5296174

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mahoning County, Ohio	`E119860`	entity
Predicate	inCongressionalDistrict	`P3909`	FINISHED
Object	Ohio's 13th congressional district Ohio's 13th congressional district is a U.S. House of Representatives district in northeastern Ohio that includes parts of the Akron and Youngstown areas and has historically leaned Democratic.	`E510014`	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: Ohio's 13th congressional district | Statement: [Mahoning County, Ohio, inCongressionalDistrict, Ohio's 13th congressional district]

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

Target entity: Ohio's 13th congressional district
Context triple: [Mahoning County, Ohio, inCongressionalDistrict, Ohio's 13th congressional district]

A. Ohio's 6th congressional district
Ohio's 6th congressional district is a predominantly rural, traditionally conservative U.S. House district in eastern and southeastern Ohio that runs along the Ohio River and includes parts of the Mahoning Valley.
B. Ohio's 9th congressional district
Ohio's 9th congressional district is a long, narrow U.S. House district in northern Ohio that runs along much of the Lake Erie shoreline, including parts of Toledo and surrounding communities.
C. Pennsylvania's 15th congressional district
Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
D. Pennsylvania's 11th congressional district
Pennsylvania's 11th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist Thaddeus Stevens.
E. Indiana's 1st congressional district
Indiana's 1st congressional district is a U.S. House district in the northwest corner of Indiana that includes much of the Chicago metropolitan area's Indiana suburbs along Lake Michigan.
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: Ohio's 13th congressional district
Triple: [Mahoning County, Ohio, inCongressionalDistrict, Ohio's 13th congressional district]

Generated description

Ohio's 13th congressional district is a U.S. House of Representatives district in northeastern Ohio that includes parts of the Akron and Youngstown areas and has historically leaned Democratic.

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

Target entity: Ohio's 13th congressional district
Target entity description: Ohio's 13th congressional district is a U.S. House of Representatives district in northeastern Ohio that includes parts of the Akron and Youngstown areas and has historically leaned Democratic.

A. Ohio's 6th congressional district
Ohio's 6th congressional district is a predominantly rural, traditionally conservative U.S. House district in eastern and southeastern Ohio that runs along the Ohio River and includes parts of the Mahoning Valley.
B. Ohio's 9th congressional district
Ohio's 9th congressional district is a long, narrow U.S. House district in northern Ohio that runs along much of the Lake Erie shoreline, including parts of Toledo and surrounding communities.
C. Pennsylvania's 15th congressional district
Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
D. Pennsylvania's 11th congressional district
Pennsylvania's 11th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist Thaddeus Stevens.
E. Indiana's 1st congressional district
Indiana's 1st congressional district is a U.S. House district in the northwest corner of Indiana that includes much of the Chicago metropolitan area's Indiana suburbs along Lake Michigan.
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_69bd446f22b88190b6a47fb91c68a3e7`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd8503cf908190b1f93fb10a33c49c`	completed	March 20, 2026, 5:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf10e3a0908190895fb4442afc715e`	completed	March 21, 2026, 9:42 p.m.
NEDg	Description generation	`batch_69bf117894d481909817346060a28d07`	completed	March 21, 2026, 9:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf1267a0a88190a558937fa7776ed7`	completed	March 21, 2026, 9:49 p.m.

Created at: March 20, 2026, 1:53 p.m.