Triple
T18180334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Fetterman |
E435262
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Pat Toomey
Pat Toomey is an American Republican politician and former U.S. senator from Pennsylvania known for his fiscally conservative and pro-free-market positions.
|
E1311876
|
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: Pat Toomey | Statement: [John Fetterman, precededBy, Pat Toomey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pat Toomey Context triple: [John Fetterman, precededBy, Pat Toomey]
-
A.
Ted Kaufman
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
-
B.
Glenn Thompson
Glenn Thompson is an Australian musician best known as a drummer and multi-instrumentalist associated with the indie rock band The Go-Betweens.
-
C.
Glenn Thompson
Glenn Thompson is a Republican U.S. Congressman from Pennsylvania who has served in the House of Representatives since 2009, focusing on agriculture, rural issues, and veterans’ affairs.
-
D.
Chris Coons
Chris Coons is a United States Senator from Delaware and a member of the Democratic Party known for his work on foreign relations and bipartisan legislation.
-
E.
Robert Latta
Robert Latta is an American Republican politician serving as the U.S. Representative for Ohio's 5th congressional district.
- 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: Pat Toomey Triple: [John Fetterman, precededBy, Pat Toomey]
Generated description
Pat Toomey is an American Republican politician and former U.S. senator from Pennsylvania known for his fiscally conservative and pro-free-market positions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pat Toomey Target entity description: Pat Toomey is an American Republican politician and former U.S. senator from Pennsylvania known for his fiscally conservative and pro-free-market positions.
-
A.
Ted Kaufman
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
-
B.
Glenn Thompson
Glenn Thompson is an Australian musician best known as a drummer and multi-instrumentalist associated with the indie rock band The Go-Betweens.
-
C.
Glenn Thompson
Glenn Thompson is a Republican U.S. Congressman from Pennsylvania who has served in the House of Representatives since 2009, focusing on agriculture, rural issues, and veterans’ affairs.
-
D.
Chris Coons
Chris Coons is a United States Senator from Delaware and a member of the Democratic Party known for his work on foreign relations and bipartisan legislation.
-
E.
Robert Latta
Robert Latta is an American Republican politician serving as the U.S. Representative for Ohio's 5th congressional district.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffa75a081908dad0dcbd736172d |
completed | April 19, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0397ff48a081908d0454144a8f5076 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a039917de7481909296e06af3a201f5 |
completed | May 12, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039976d32c8190a1ea97d4a21b2799 |
completed | May 12, 2026, 9:19 p.m. |
Created at: April 10, 2026, 10:31 a.m.