Triple
T21365599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Markowitz |
E526902
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Markowitz |
—
|
NE NERFINISHED |
How this triple was built (3 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: Markowitz | Statement: [Nicholas Markowitz, familyName, Markowitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markowitz Context triple: [Nicholas Markowitz, familyName, Markowitz]
-
A.
Markowitz
Markowitz is a locality in what is now Poland that is historically notable as the birthplace of the classical philologist Ulrich von Wilamowitz-Moellendorff.
-
B.
modern portfolio theory
Modern portfolio theory is a foundational financial framework that explains how investors can construct diversified portfolios to maximize expected return for a given level of risk using quantitative optimization.
-
C.
Black–Litterman model
The Black–Litterman model is an asset allocation framework that blends market equilibrium returns with investor views to produce more stable and intuitive portfolio weights than traditional mean-variance optimization.
-
D.
Harry Markowitz
Harry Markowitz is an American economist and Nobel laureate best known for pioneering modern portfolio theory, which transformed the way investors think about risk and diversification.
-
E.
Donald Markowitz
Donald Markowitz is a songwriter best known for co-writing the Academy Award–winning hit "(I've Had) The Time of My Life" from the film Dirty Dancing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Markowitz Target entity description: Markowitz is a surname of Jewish and Eastern European origin borne by various notable individuals across fields such as economics, politics, and the arts.
-
A.
Markowitz
Markowitz is a locality in what is now Poland that is historically notable as the birthplace of the classical philologist Ulrich von Wilamowitz-Moellendorff.
-
B.
modern portfolio theory
Modern portfolio theory is a foundational financial framework that explains how investors can construct diversified portfolios to maximize expected return for a given level of risk using quantitative optimization.
-
C.
Black–Litterman model
The Black–Litterman model is an asset allocation framework that blends market equilibrium returns with investor views to produce more stable and intuitive portfolio weights than traditional mean-variance optimization.
-
D.
Harry Markowitz
Harry Markowitz is an American economist and Nobel laureate best known for pioneering modern portfolio theory, which transformed the way investors think about risk and diversification.
-
E.
Donald Markowitz
Donald Markowitz is a songwriter best known for co-writing the Academy Award–winning hit "(I've Had) The Time of My Life" from the film Dirty Dancing.
- F. None of above. chosen
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_69e0b51d8a308190b09113b3b3f9bc15 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b06ec4208190b9ed3484afd85852 |
completed | April 22, 2026, 11:26 a.m. |
Created at: April 16, 2026, 5:09 p.m.