Triple
T12270626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illinois's 14th congressional district |
E292459
|
entity |
| Predicate | onceRepresentedBy |
P104156
|
FINISHED |
| Object | Dennis Hastert |
E60174
|
NE FINISHED |
How this triple was built (3 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: Dennis Hastert | Statement: [Illinois's 14th congressional district, onceRepresentedBy, Dennis Hastert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dennis Hastert Context triple: [Illinois's 14th congressional district, onceRepresentedBy, Dennis Hastert]
-
A.
Dennis Hastert
chosen
Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
-
B.
Jean Hastert
Jean Hastert is the wife of former U.S. Speaker of the House Dennis Hastert and has largely maintained a private life outside of her husband's political career.
-
C.
Joshua Hastert
Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
-
D.
Bob Sensenbrenner
Bob Sensenbrenner is a member of the Sensenbrenner family, known primarily as the son of longtime Republican U.S. Congressman Jim Sensenbrenner.
-
E.
Jim Sensenbrenner
Jim Sensenbrenner is a long-serving Republican former U.S. Representative from Wisconsin known for his influential role in shaping major legislation on surveillance, civil liberties, and the judiciary.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: onceRepresentedBy Context triple: [Illinois's 14th congressional district, onceRepresentedBy, Dennis Hastert]
-
A.
areRepresentedBy
Indicates that one entity serves as a representation, proxy, or stand-in for another entity.
-
B.
nowRepresentedBy
Indicates that an entity is currently being represented or acted on behalf of by another entity, typically replacing a previous representative.
-
C.
laterRepresented
Indicates that one entity subsequently served as an official representative or agent for another entity at a later time.
-
D.
isRepresentiveOf
Indicates that one entity serves as an official agent, spokesperson, or proxy acting on behalf of another entity.
-
E.
representedUntil
Indicates that an entity served as a representation or proxy for another entity up to a specific point in time, after which it no longer did.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d9380a5e78819086bd4dfe9a83d1f5 |
completed | April 10, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6555ab68881908813e45548281df3 |
completed | May 2, 2026, 7:49 p.m. |
| PD | Predicate disambiguation | batch_69d91c4a66cc819083ce6fcaf5042af6 |
completed | April 10, 2026, 3:50 p.m. |
| PDg | Predicate description generation | batch_69d93805cee08190a532ebcf5908e617 |
completed | April 10, 2026, 5:48 p.m. |
Created at: April 8, 2026, 9:52 p.m.