Triple
T19315480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Modigliani–Miller theorem |
E483085
|
entity |
| Predicate | extendedBy |
P9926
|
FINISHED |
| Object | Modigliani–Miller theorem with personal taxes |
—
|
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: Modigliani–Miller theorem with personal taxes | Statement: [Modigliani–Miller theorem, extendedBy, Modigliani–Miller theorem with personal taxes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Modigliani–Miller theorem with personal taxes Context triple: [Modigliani–Miller theorem, extendedBy, Modigliani–Miller theorem with personal taxes]
-
A.
Modigliani–Miller theorem
chosen
The Modigliani–Miller theorem is a foundational result in corporate finance stating that, under certain idealized conditions, a firm's value is unaffected by its capital structure or how it is financed.
-
B.
The Theory of Corporate Finance
The Theory of Corporate Finance is a comprehensive textbook by economist Jean Tirole that systematically develops modern corporate finance theory using tools from contract theory and information economics.
-
C.
Mincer earnings function
The Mincer earnings function is a foundational econometric model in labor economics that relates individuals’ wages to their years of schooling and work experience.
-
D.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
E.
Reports on the relation of corporate finance to control
"Reports on the relation of corporate finance to control" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how financial structures and ownership patterns influence corporate power and control.
- 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_69d8e8d04d5c8190baa816986f2b1d1e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d833034819092a8414d5e0fc26e |
completed | April 20, 2026, 11:26 a.m. |
Created at: April 10, 2026, 1:32 p.m.