Triple
T2725220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dennis Hastert |
E60174
|
entity |
| Predicate | represents |
P129
|
FINISHED |
| Object |
Illinois's 14th congressional district
Illinois's 14th congressional district is a U.S. House of Representatives district in northern Illinois that has historically been a Republican stronghold and was once represented by former Speaker of the House Dennis Hastert.
|
E292459
|
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: Illinois's 14th congressional district | Statement: [Dennis Hastert, represents, Illinois's 14th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illinois's 14th congressional district Context triple: [Dennis Hastert, represents, Illinois's 14th congressional district]
-
A.
Illinois's 15th congressional district
Illinois's 15th congressional district is a predominantly rural U.S. House district in central and southeastern Illinois, known for its strong Republican lean and agricultural base.
-
B.
Illinois's 13th congressional district
Illinois's 13th congressional district is a U.S. House of Representatives district in central Illinois that includes parts of cities such as Springfield, Champaign, and Decatur.
-
C.
Illinois's 5th congressional district
Illinois's 5th congressional district is a predominantly urban, strongly Democratic U.S. House district centered in Chicago and its nearby suburbs.
-
D.
Illinois's 9th congressional district
Illinois's 9th congressional district is a U.S. House of Representatives district in northeastern Illinois that includes parts of Chicago and several nearby suburbs.
-
E.
Illinois 2nd congressional district
Illinois 2nd congressional district is a U.S. House district on Chicago’s South Side and surrounding suburbs, known for its predominantly urban, heavily Democratic constituency.
- 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: Illinois's 14th congressional district Triple: [Dennis Hastert, represents, Illinois's 14th congressional district]
Generated description
Illinois's 14th congressional district is a U.S. House of Representatives district in northern Illinois that has historically been a Republican stronghold and was once represented by former Speaker of the House Dennis Hastert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illinois's 14th congressional district Target entity description: Illinois's 14th congressional district is a U.S. House of Representatives district in northern Illinois that has historically been a Republican stronghold and was once represented by former Speaker of the House Dennis Hastert.
-
A.
Illinois's 15th congressional district
Illinois's 15th congressional district is a predominantly rural U.S. House district in central and southeastern Illinois, known for its strong Republican lean and agricultural base.
-
B.
Illinois's 13th congressional district
Illinois's 13th congressional district is a U.S. House of Representatives district in central Illinois that includes parts of cities such as Springfield, Champaign, and Decatur.
-
C.
Illinois's 5th congressional district
Illinois's 5th congressional district is a predominantly urban, strongly Democratic U.S. House district centered in Chicago and its nearby suburbs.
-
D.
Illinois's 9th congressional district
Illinois's 9th congressional district is a U.S. House of Representatives district in northeastern Illinois that includes parts of Chicago and several nearby suburbs.
-
E.
Illinois 2nd congressional district
Illinois 2nd congressional district is a U.S. House district on Chicago’s South Side and surrounding suburbs, known for its predominantly urban, heavily Democratic constituency.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdacd7e24819084a620063e3f7aa4 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb6982974819089d0ef4a59cc4085 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7166d788190ac219fe3c3e164fe |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7acf3588190813bde4428dfe5f4 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.