Triple
T14454468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oklahoma's 4th congressional district |
E358419
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object |
Tom Cole
Tom Cole is a long-serving Republican U.S. Representative from Oklahoma known for his influential roles in House leadership and appropriations.
|
E1101490
|
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: Tom Cole | Statement: [Oklahoma's 4th congressional district, hasRepresentative, Tom Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Cole Context triple: [Oklahoma's 4th congressional district, hasRepresentative, Tom Cole]
-
A.
Steve Singleton
Steve Singleton is a film editor known for his work on the romantic comedy movie "The Decoy Bride."
-
B.
Barton Yarborough
Barton Yarborough was an American radio and film actor best known for his work in classic radio dramas and for originating the role of Sergeant Ben Romero on the radio series "Dragnet."
-
C.
Dan Boren
Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
-
D.
Barry Loudermilk
Barry Loudermilk is a Republican politician serving as a U.S. Representative from Georgia.
-
E.
Henry B. Steagall
Henry B. Steagall was an American Democratic congressman from Alabama best known for his key role in New Deal–era financial legislation, including coauthoring the landmark Glass–Steagall Act.
- 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: Tom Cole Triple: [Oklahoma's 4th congressional district, hasRepresentative, Tom Cole]
Generated description
Tom Cole is a long-serving Republican U.S. Representative from Oklahoma known for his influential roles in House leadership and appropriations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Cole Target entity description: Tom Cole is a long-serving Republican U.S. Representative from Oklahoma known for his influential roles in House leadership and appropriations.
-
A.
Steve Singleton
Steve Singleton is a film editor known for his work on the romantic comedy movie "The Decoy Bride."
-
B.
Barton Yarborough
Barton Yarborough was an American radio and film actor best known for his work in classic radio dramas and for originating the role of Sergeant Ben Romero on the radio series "Dragnet."
-
C.
Dan Boren
Dan Boren is an American politician and former U.S. Representative from Oklahoma, known for his centrist Democratic positions and service in a prominent political family.
-
D.
Barry Loudermilk
Barry Loudermilk is a Republican politician serving as a U.S. Representative from Georgia.
-
E.
Henry B. Steagall
Henry B. Steagall was an American Democratic congressman from Alabama best known for his key role in New Deal–era financial legislation, including coauthoring the landmark Glass–Steagall Act.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd648f56608190b6d55c592c088575 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68f6f94881908d878d042f425d2d |
completed | May 8, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd698aa8e48190b87a2758d7067b61 |
completed | May 8, 2026, 4:41 a.m. |
Created at: April 10, 2026, 1:19 a.m.