Triple
T7537246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Paul |
E178180
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
End the Fed
"End the Fed" is a book by former U.S. Congressman Ron Paul that argues for the abolition of the Federal Reserve and a return to sound money principles.
|
E672420
|
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: End the Fed | Statement: [Ron Paul, notableWork, End the Fed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: End the Fed Context triple: [Ron Paul, notableWork, End the Fed]
-
A.
FED
FED is the commonly used abbreviation for the Fluids Engineering Division, a professional group focused on research and advancements in fluid mechanics and related technologies.
-
B.
FEC
FEC is the independent U.S. regulatory agency responsible for enforcing federal campaign finance laws and overseeing the financing of elections for federal office.
-
C.
FEC
FEC is the highest decision-making body of the Nigerian federal government, comprising the President, Vice President, and ministers who formulate and approve national policies and executive actions.
-
D.
Fed. 2
Fed. 2 is a major Mexican federal highway running along the U.S.–Mexico border, connecting key border cities across northern Mexico.
-
E.
FEDRO
FEDRO is the Swiss federal authority responsible for planning, constructing, operating, and maintaining the national road network.
- 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: End the Fed Triple: [Ron Paul, notableWork, End the Fed]
Generated description
"End the Fed" is a book by former U.S. Congressman Ron Paul that argues for the abolition of the Federal Reserve and a return to sound money principles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: End the Fed Target entity description: "End the Fed" is a book by former U.S. Congressman Ron Paul that argues for the abolition of the Federal Reserve and a return to sound money principles.
-
A.
FED
FED is the commonly used abbreviation for the Fluids Engineering Division, a professional group focused on research and advancements in fluid mechanics and related technologies.
-
B.
FEC
FEC is the independent U.S. regulatory agency responsible for enforcing federal campaign finance laws and overseeing the financing of elections for federal office.
-
C.
FEC
FEC is the highest decision-making body of the Nigerian federal government, comprising the President, Vice President, and ministers who formulate and approve national policies and executive actions.
-
D.
Fed. 2
Fed. 2 is a major Mexican federal highway running along the U.S.–Mexico border, connecting key border cities across northern Mexico.
-
E.
FEDRO
FEDRO is the Swiss federal authority responsible for planning, constructing, operating, and maintaining the national road network.
- 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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f84db0c48190b2b3d8c5f802f713 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f108aec81909b0738b6273d5bd3 |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c853ef32288190bcd3c53242bfba25 |
completed | March 28, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85458fa7481908809f46373445156 |
completed | March 28, 2026, 10:21 p.m. |
Created at: March 27, 2026, 3:48 p.m.