Triple
T18521034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esch–Cummins Act |
E452582
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object | John J. Esch |
—
|
NE NERFINISHED |
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 J. Esch | Statement: [Esch–Cummins Act, namedAfter, John J. Esch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John J. Esch Context triple: [Esch–Cummins Act, namedAfter, John J. Esch]
-
A.
John J. Esch
chosen
John J. Esch was an American Republican congressman from Wisconsin known for his influential work on railroad and transportation legislation in the early 20th century.
-
B.
James B. Zagel
James B. Zagel was a United States federal judge known for presiding over major organized crime cases and for his long tenure on the U.S. District Court for the Northern District of Illinois.
-
C.
John H. Leims
John H. Leims was a United States Marine Corps officer and Medal of Honor recipient recognized for his heroism during World War II.
-
D.
William A. Seiter
William A. Seiter was an American film director best known for his work on Hollywood comedies and musicals from the silent era through the 1950s.
-
E.
Robert T. Beyer
Robert T. Beyer was an American physicist and translator known for bringing important scientific works, including foundational texts on quantum mechanics, to an English-speaking audience.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5338db5e4819086503a2176dfe499 |
completed | April 19, 2026, 7:57 p.m. |
Created at: April 10, 2026, 11:37 a.m.