Triple
T3822092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orrin Hatch |
E88595
|
entity |
| Predicate | succeededBy (president pro tempore) |
P33240
|
FINISHED |
| Object |
Chuck Grassley
Chuck Grassley is a long-serving Republican U.S. Senator from Iowa known for his work on judiciary and finance issues and his role in Senate leadership.
|
E394254
|
NE FINISHED |
How this triple was built (5 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: Chuck Grassley | Statement: [Orrin Hatch, succeededBy (president pro tempore), Chuck Grassley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuck Grassley Context triple: [Orrin Hatch, succeededBy (president pro tempore), Chuck Grassley]
-
A.
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.
-
B.
Jeb Hensarling
Jeb Hensarling is an American Republican politician who represented Texas in the U.S. House of Representatives and served as chairman of the House Financial Services Committee.
-
C.
Ted Stevens
Ted Stevens was a long-serving Republican U.S. senator from Alaska who became one of the Senate’s most powerful appropriators and influential conservative lawmakers.
-
D.
Jim Leach
Jim Leach is an American Republican politician and former U.S. Representative from Iowa known for his work on financial services legislation and government ethics.
-
E.
Michael G. Oxley
Michael G. Oxley was an American Republican congressman from Ohio best known for co-authoring the landmark Sarbanes–Oxley corporate governance and financial reporting reform law.
- 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: Chuck Grassley Triple: [Orrin Hatch, succeededBy (president pro tempore), Chuck Grassley]
Generated description
Chuck Grassley is a long-serving Republican U.S. Senator from Iowa known for his work on judiciary and finance issues and his role in Senate leadership.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuck Grassley Target entity description: Chuck Grassley is a long-serving Republican U.S. Senator from Iowa known for his work on judiciary and finance issues and his role in Senate leadership.
-
A.
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.
-
B.
Jeb Hensarling
Jeb Hensarling is an American Republican politician who represented Texas in the U.S. House of Representatives and served as chairman of the House Financial Services Committee.
-
C.
Ted Stevens
Ted Stevens was a long-serving Republican U.S. senator from Alaska who became one of the Senate’s most powerful appropriators and influential conservative lawmakers.
-
D.
Jim Leach
Jim Leach is an American Republican politician and former U.S. Representative from Iowa known for his work on financial services legislation and government ethics.
-
E.
Michael G. Oxley
Michael G. Oxley was an American Republican congressman from Ohio best known for co-authoring the landmark Sarbanes–Oxley corporate governance and financial reporting reform law.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: succeededBy (president pro tempore) Context triple: [Orrin Hatch, succeededBy (president pro tempore), Chuck Grassley]
-
A.
succeededBy (U.S. Senate seat)
Indicates that one U.S. Senate seat holder is directly followed in office by another specific individual.
-
B.
succeededByAsPresident
Indicates that one individual directly followed another in holding the office of president.
-
C.
succeededByAsChiefJustice
Indicates that one individual directly followed another in the role of Chief Justice.
-
D.
succeededBy (Governor of Pennsylvania)
Indicates that one individual directly follows another in holding the office of Governor of Pennsylvania.
-
E.
successorOfficeHolder
chosen
Indicates that one office holder directly follows another in occupying the same official position.
- F. None of above.
Provenance (6 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef188b474819087680db42b04ecdd |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51222e5b08190aa4ac79722219798 |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b512c6655c819097f2fcac6b6f26b9 |
completed | March 14, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513289494819090a2d527780c2cc6 |
completed | March 14, 2026, 7:50 a.m. |
| PD | Predicate disambiguation | batch_69aee74a2bc081909b237df8b1e27653 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:17 p.m.