Triple
T12432953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mike Johnson |
E297076
|
entity |
| Predicate | represents |
P129
|
FINISHED |
| Object |
Louisiana's 4th congressional district
Louisiana's 4th congressional district is a U.S. House district in northwestern Louisiana centered on Shreveport and surrounding areas, known for its largely conservative, Republican-leaning electorate.
|
E981004
|
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 4th congressional district | Statement: [Mike Johnson, represents, Louisiana's 4th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louisiana's 4th congressional district Context triple: [Mike Johnson, represents, Louisiana's 4th congressional district]
-
A.
Louisiana’s 1st congressional district
Louisiana’s 1st congressional district is a U.S. House of Representatives district in southeastern Louisiana that includes parts of the New Orleans metropolitan area and surrounding suburbs.
-
B.
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.
-
C.
Louisiana's 5th congressional district
Louisiana's 5th congressional district is a largely rural, expansive U.S. House district in northeastern and central Louisiana that includes cities such as Monroe and Alexandria and is known for its agricultural and conservative political profile.
-
D.
Mississippi's 1st congressional district
Mississippi's 1st congressional district is a largely rural, northeastern U.S. House district that includes cities such as Tupelo and Columbus and is known as a reliably Republican stronghold.
-
E.
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.
- 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 4th congressional district Triple: [Mike Johnson, represents, Louisiana's 4th congressional district]
Generated description
Louisiana's 4th congressional district is a U.S. House district in northwestern Louisiana centered on Shreveport and surrounding areas, known for its largely conservative, Republican-leaning electorate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louisiana's 4th congressional district Target entity description: Louisiana's 4th congressional district is a U.S. House district in northwestern Louisiana centered on Shreveport and surrounding areas, known for its largely conservative, Republican-leaning electorate.
-
A.
Louisiana’s 1st congressional district
Louisiana’s 1st congressional district is a U.S. House of Representatives district in southeastern Louisiana that includes parts of the New Orleans metropolitan area and surrounding suburbs.
-
B.
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.
-
C.
Louisiana's 5th congressional district
Louisiana's 5th congressional district is a largely rural, expansive U.S. House district in northeastern and central Louisiana that includes cities such as Monroe and Alexandria and is known for its agricultural and conservative political profile.
-
D.
Mississippi's 1st congressional district
Mississippi's 1st congressional district is a largely rural, northeastern U.S. House district that includes cities such as Tupelo and Columbus and is known as a reliably Republican stronghold.
-
E.
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.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7f2fd08190ab959742dbd8f9c0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349d29c481909a37fd386cc06575 |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f635c3782c8190ad9a1f7e3aa9748a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d727a08190882eec3fd664b64d |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.