Triple
T4399066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Commission on Fiscal Responsibility and Reform |
E99567
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object | John Spratt |
E109755
|
NE FINISHED |
How this triple was built (2 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: John Spratt | Statement: [National Commission on Fiscal Responsibility and Reform, member, John Spratt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Spratt Context triple: [National Commission on Fiscal Responsibility and Reform, member, John Spratt]
-
A.
John Spratt
chosen
John Spratt is an American Democratic politician who long represented South Carolina's 5th congressional district in the U.S. House of Representatives and was known for his work on budget and defense issues.
-
B.
Barney Frank
Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
-
C.
Pete Edwards
Pete Edwards is an American physician and businessman best known for co-owning and helping to keep Major League Soccer’s Columbus Crew in Columbus, Ohio.
-
D.
Peter DeFazio
Peter DeFazio is an American politician who served for over three decades as a Democratic U.S. Representative from Oregon, becoming one of the longest-serving members of the state's congressional delegation.
-
E.
Jim McGovern
Jim McGovern is a long-serving Democratic U.S. Representative from Massachusetts known for his progressive stances and advocacy on issues like human rights and food security.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352cc4ab081908bc45d2f76cd4da8 |
completed | March 12, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5f2310c8190934ba9768b68dd45 |
completed | March 14, 2026, 11:57 p.m. |
Created at: March 12, 2026, 11:20 p.m.