Triple

T7006283

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hale Boggs	`E162463`	entity
Predicate	represented	`P192`	FINISHED
Object	Louisiana's 2nd congressional district Louisiana's 2nd congressional district is a historically Democratic, majority-Black U.S. House district centered on New Orleans and its surrounding urban areas.	`E635370`	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: Louisiana's 2nd congressional district | Statement: [Hale Boggs, represented, Louisiana's 2nd congressional district]

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

Target entity: Louisiana's 2nd congressional district
Context triple: [Hale Boggs, represented, Louisiana's 2nd congressional district]

A. Mississippi's 2nd congressional district
Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
B. Mississippi's 3rd congressional district
Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
C. Alabama's 2nd congressional district
Alabama's 2nd congressional district is a U.S. House district in southeastern Alabama that includes cities such as Montgomery and Dothan and is known for its mix of urban, suburban, and rural communities.
D. Louisiana State Legislature
The Louisiana State Legislature is the bicameral lawmaking body of the U.S. state of Louisiana, responsible for enacting state laws and shaping public policy through its Senate and House of Representatives.
E. Arkansas's 1st congressional district
Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
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: Louisiana's 2nd congressional district
Triple: [Hale Boggs, represented, Louisiana's 2nd congressional district]

Generated description

Louisiana's 2nd congressional district is a historically Democratic, majority-Black U.S. House district centered on New Orleans and its surrounding urban areas.

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

Target entity: Louisiana's 2nd congressional district
Target entity description: Louisiana's 2nd congressional district is a historically Democratic, majority-Black U.S. House district centered on New Orleans and its surrounding urban areas.

A. Mississippi's 2nd congressional district
Mississippi's 2nd congressional district is a predominantly rural and historically African American district in the Mississippi Delta region, represented in the U.S. House of Representatives.
B. Mississippi's 3rd congressional district
Mississippi's 3rd congressional district is a largely rural, Republican-leaning U.S. House district in central Mississippi that includes cities such as Meridian and parts of the Jackson metropolitan area.
C. Alabama's 2nd congressional district
Alabama's 2nd congressional district is a U.S. House district in southeastern Alabama that includes cities such as Montgomery and Dothan and is known for its mix of urban, suburban, and rural communities.
D. Louisiana State Legislature
The Louisiana State Legislature is the bicameral lawmaking body of the U.S. state of Louisiana, responsible for enacting state laws and shaping public policy through its Senate and House of Representatives.
E. Arkansas's 1st congressional district
Arkansas's 1st congressional district is a largely rural, agriculturally focused U.S. House district in eastern Arkansas that includes cities such as Jonesboro and West Memphis and stretches along much of the Mississippi River.
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_69c6885928148190ae31909fbb5e9849`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6dc34b5a88190a793e07dd4d0018b`	completed	March 27, 2026, 7:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c76a3f5a088190bd0fa2080a8fa648`	completed	March 28, 2026, 5:42 a.m.
NEDg	Description generation	`batch_69c76b67fc48819088ba80f1f84aa2f0`	completed	March 28, 2026, 5:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69c76c46f9308190a7a1f0aa5284cef4`	completed	March 28, 2026, 5:51 a.m.

Created at: March 27, 2026, 2:33 p.m.