Eligibility Details:  
        Inclusion Criteria:
          -  Signed and dated IRB/IEC-approved informed consent form (ICF) prior to study-specific
             screening procedures.
          -  Female patients aged ≥ 18 years old at time of consent.
          -  Histologic diagnosis of high grade serous or endometrioid epithelial ovarian, primary
             peritoneal, or fallopian tube cancer or ovarian carcinosarcoma. Clear cell, mucinous
             and borderline histologic subtypes are excluded.
          -  Received at least one line of therapy with evidence of cancer progression within 6
             months after the last dose of platinum-based therapy (i.e., having a platinum-free
             interval of <6 months [platinum resistant]), or progressive disease during or
             immediately after primary platinum-therapy, (i.e.platinum refractory). Patients with
             primary platinum resistance (progression within 6 months of the last dose of
             first-line platinum-containing chemotherapy) are considered eligible.
        Notes: For the calculation of the platinum-free interval, cancer progression must be
        defined by clear evidence of progression, such as radiographic progression per RECIST v1.1.
        Calculating the platinum-free interval on the basis of increased CA-125 is not allowed.
          -  Measurable or non-measurable disease by RECIST v1.1:
          -  Previously irradiated lesions are not allowed as measurable disease, unless there is
             documented evidence of progression in the lesions.
          -  To be eligible with non-measurable disease, patients must have evaluable disease with
             CA 125 at least twice the upper limit of reference range (of CA-125 ≥ 70 U/mL), along
             with radiographically evaluable disease by CT/MRI.
          -  Availability and consent to provide tumor tissue for biomarker assays (archival or
             recent biopsy).
          -  No more than 4 prior chemotherapeutic or myelosuppressive regimens (not including
             maintenance therapy such as single-agent bevacizumab or poly (ADP-ribose) polymerase
             [PARP] inhibitor). Patients with platinum-refractory cancer cannot have had more than
             2 prior lines of treatment for refractory disease.
          -  Appropriate to treat with nab-paclitaxel, in the opinion of the Investigator.
          -  Eastern Cooperative Oncology Group (ECOG) performance status 0 or 1.
          -  Adequate organ and bone marrow function meeting the following criteria at the
             Screening Visit:
               -  Absolute neutrophil count (ANC) ≥ 1,500 cells/mm3.
               -  Platelet count ≥ 100,000/mm3.
               -  Hemoglobin ≥ 9 g/dL.
               -  AST or ALT ≤ 2.5 × upper limit of normal (ULN) (or ≤ 5 × ULN in the context of
                  liver metastasis).
               -  Total bilirubin ≤ 1.5 × ULN.
               -  Creatinine clearance ≥ 45 mL/min/1.73 m2 (measured or estimated).
               -  Albumin ≥ 3 g/dL (≥ 30 g/L) .
          -  If patient has undergone surgery of the gastrointestinal or hepatobiliary tract,
             adequate absorption as evidenced by: albumin ≥ 3.0 g/dL, controlled pancreatic
             insufficiency (if present), and lack of malabsorption.
          -  Able to swallow and retain oral medication and does not have uncontrolled emesis.
          -  Able to comply with protocol requirements.
          -  Negative pregnancy test for patients of childbearing potential. Patients of
             childbearing potential must use appropriate precautions to avoid pregnancy, defined as
             of non-childbearing potential (ie, postmenopausal or permanently sterilized) or using
             highly effective contraception with low user-dependency, for at least 3 months after
             the last dose of relacorilant, or per the duration indicated in the product label for
             nab-paclitaxel, whichever is latest. A woman is postmenopausal if it is more than 12
             months since her last menstruation, without an alternative medical cause. Accepted
             methods of permanent sterilization methods are hysterectomy, bilateral salpingectomy
             and/or bilateral oophorectomy. Accepted methods of highly effective contraception with
             low user-dependency are:
               -  An IUD, provided that the subject has tolerated its use for at least 3 months
                  before the first dose of study medication and undertakes not to have it removed
                  for 1 month after the last dose.
               -  Abstinence from heterosexual intercourse, when it is in line with the subject's
                  preferred and usual lifestyle. Periodic abstinence and withdrawal are NOT
                  acceptable.
               -  Vasectomized partner provided that the partner is the sole sexual partner of the
                  trial participant and that the vasectomized partner has received medical
                  assessment of the surgical success.
               -  Oral hormonal contraceptives are NOT permitted.
        Exclusion Criteria:
          -  Clinically relevant toxicity from prior systemic anticancer therapies or radiotherapy
             that in the opinion of the Investigator has not resolved to Grade 1 or less prior to
             randomization.
          -  Any major surgery within 4 weeks prior to randomization. If subject received major
             surgery including (curative or palliative surgery), they must have recovered
             adequately from the toxicity and/or complications from the intervention prior to
             starting therapy.
          -  Treatment with the following prior to randomization:
               -  Concurrent treatment with other anticancer therapy including other chemotherapy,
                  immunotherapy, radiotherapy, chemoembolization, targeted therapy, an
                  investigational agent or the non-approved use of a drug or device within 28 days
                  before the first dose of study drug.
               -  Hormonal anticancer therapies within 7 days of the first dose of study drug.
               -  Systemic, inhaled, or prescription strength topical corticosteroids within 21
                  days of the first dose of study drug. Short courses (≤ 5 days) for
                  non-cancer-related reasons are allowed if clinically required (such as
                  prophylaxis for CT).
          -  Received radiation to more than 25% of marrow-bearing areas.
          -  Toxicities of prior therapies (except alopecia) that have not resolved to National
             Cancer Institute Common Terminology Criteria for Adverse Events (NCI-CTCAE) v5.0 ≤
             Grade 1.
          -  Requirement for treatment with chronic or frequently used oral corticosteroids for
             medical conditions or illnesses (e.g., rheumatoid arthritis, immunosuppression after
             organ transplantation).
          -  History of severe hypersensitivity or severe reaction to either study drug.
          -  Peripheral neuropathy from any cause > Grade 1.
          -  Pregnant or lactating patients or patients expecting to conceive children within the
             projected duration of the trial, starting with the screening visit through at least 3
             months after the last dose of relacorilant, or per the duration indicated in the
             product label for nab-paclitaxel, whichever is latest.
          -  Human immunodeficiency virus or current chronic/active infection with hepatitis C
             virus or hepatitis B virus, including:
               -  Patients with chronic or active hepatitis B as diagnosed by serologic tests are
                  excluded from the study. In equivocal cases, hepatitis B or C polymerase chain
                  reaction may be performed and must be negative for enrollment.
          -  Patient has a clinically significant uncontrolled condition(s) or which in the opinion
             of the Investigator may confound the results of the trial or interfere with the
             patient's participation, including but not limited to:
               -  Unstable angina pectoris, angioplasty, cardiac stenting, or myocardial infarction
                  6 months before study entry.
               -  Uncontrolled hypertension (sustained systolic blood pressure > 150 mmHg or
                  diastolic pressure > 100 mmHg despite optimal management). Patients will be
                  considered eligible if hypertension is treated and controlled during Screening.
               -  Active infection that requires parenteral antibiotics.
               -  Bowel obstruction or gastric outlet obstruction.
               -  Has known psychiatric or substance abuse disorders that would interfere with
                  cooperation with the requirements of the trial.
          -  Untreated parenchymal central nervous system metastases.
          -  Any other concurrent cancer or a history of another invasive malignancy within the
             last 3 years that has a likelihood of recurrence of > 30% within the next 5 years.
             Adequately treated non-melanoma skin cancers or non-muscle invasive urothelial cancer
             or other tumors curatively treated with no evidence of disease are permissible.
          -  Are taking a concomitant medication that is a strong CYP3A inhibitor or inducer, or
             that is a substrate of CYP3A with a narrow therapeutic window.
          -  Concurrent treatment with mifepristone or other glucocorticoid receptor (GR)
             antagonists.
          -  Drugs with a narrow therapeutic ratio that are highly dependent on CYP3A for clearance
             should be avoided. Caution should be exercised when co-administering known inhibitors
             of CYP3A with relacorilant. Medicines/food known to strongly inhibit CYP3A should be
             avoided.
          -  Concurrent treatment on other investigational treatment studies for the treatment of
             ovarian, fallopian tube, or primary peritoneal cancer.
          -  Has received a live vaccine within 30 days of planned start of study therapy. Note:
             Seasonal influenza vaccines for injection are generally inactivated flu vaccines and
             are allowed; however intranasal influenza vaccines (e.g., Flu-Mist®) are live
             attenuated vaccines, and are not allowed.