Triple
T18561969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esther Werth Schultz |
E453662
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Theodore W. Schultz |
—
|
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: Theodore W. Schultz | Statement: [Esther Werth Schultz, spouse, Theodore W. Schultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theodore W. Schultz Context triple: [Esther Werth Schultz, spouse, Theodore W. Schultz]
-
A.
Theodore Schultz
chosen
Theodore Schultz was an American economist and Nobel laureate known for his pioneering work on human capital theory and agricultural economics within the Chicago School tradition.
-
B.
Arthur Okun
Arthur Okun was an American economist best known for formulating Okun's law, which quantifies the relationship between unemployment and economic growth.
-
C.
Robert Solow
Robert Solow is an American economist and Nobel laureate best known for developing the Solow–Swan growth model, which fundamentally shaped modern theories of economic growth and productivity.
-
D.
Charles Okun
Charles Okun was an American film producer and assistant director known for his work on popular Hollywood movies such as "French Kiss" and "Throw Momma from the Train."
-
E.
Milton Okun
Milton Okun was an influential American record producer, arranger, and music publisher best known for his work with folk and pop artists such as Peter, Paul and Mary and John Denver.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53afb4f088190adf0b2b64057a210 |
completed | April 19, 2026, 8:28 p.m. |
Created at: April 10, 2026, 11:42 a.m.