Triple

T1035389

Position	Surface form	Disambiguated ID	Type / Status
Subject	William B. Bankhead	`E22349`	entity
Predicate	represented	`P192`	FINISHED
Object	Alabama's 7th congressional district Alabama's 7th congressional district is a U.S. House district centered on Birmingham and much of the state's Black Belt, known today as a safely Democratic, majority-Black district.	`E122975`	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: Alabama's 7th congressional district | Statement: [William B. Bankhead, represented, Alabama's 7th congressional district]

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

Target entity: Alabama's 7th congressional district
Context triple: [William B. Bankhead, represented, Alabama's 7th congressional district]

A. Alabama's 10th congressional district
Alabama's 10th congressional district was a former U.S. House district in Alabama that existed in the early 20th century before being eliminated through redistricting.
B. Texas's 7th congressional district
Texas's 7th congressional district is a U.S. House of Representatives district centered in the Houston area, historically known as a Republican stronghold that has become increasingly competitive and suburban in character.
C. Georgia’s 2nd congressional district
Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
D. Tennessee's 6th congressional district
Tennessee's 6th congressional district is a U.S. House district in Middle Tennessee that includes suburban and rural areas east of Nashville and has historically leaned Republican in federal elections.
E. Alabama House of Representatives
The Alabama House of Representatives is the lower chamber of the Alabama Legislature, responsible for creating state laws and representing the interests of Alabama’s citizens.
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: Alabama's 7th congressional district
Triple: [William B. Bankhead, represented, Alabama's 7th congressional district]

Generated description

Alabama's 7th congressional district is a U.S. House district centered on Birmingham and much of the state's Black Belt, known today as a safely Democratic, majority-Black district.

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

Target entity: Alabama's 7th congressional district
Target entity description: Alabama's 7th congressional district is a U.S. House district centered on Birmingham and much of the state's Black Belt, known today as a safely Democratic, majority-Black district.

A. Alabama's 10th congressional district
Alabama's 10th congressional district was a former U.S. House district in Alabama that existed in the early 20th century before being eliminated through redistricting.
B. Texas's 7th congressional district
Texas's 7th congressional district is a U.S. House of Representatives district centered in the Houston area, historically known as a Republican stronghold that has become increasingly competitive and suburban in character.
C. Georgia’s 2nd congressional district
Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
D. Tennessee's 6th congressional district
Tennessee's 6th congressional district is a U.S. House district in Middle Tennessee that includes suburban and rural areas east of Nashville and has historically leaned Republican in federal elections.
E. Alabama House of Representatives
The Alabama House of Representatives is the lower chamber of the Alabama Legislature, responsible for creating state laws and representing the interests of Alabama’s citizens.
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_69a493d848848190aed4011b34b2e8d3`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b816272c8190a12e470c4d4ebcf9`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac42990be88190aeda5ec08fce5288`	completed	March 7, 2026, 3:22 p.m.
NEDg	Description generation	`batch_69ac430384ec8190a307c895bb12a122`	completed	March 7, 2026, 3:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac437b62bc8190abfb721c570b4768`	completed	March 7, 2026, 3:25 p.m.

Created at: March 1, 2026, 7:41 p.m.