Triple
T5322134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | loanDepot |
E121697
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Mello Holdings LLC
Mello Holdings LLC is a subsidiary company within loanDepot’s corporate structure, likely involved in supporting or managing aspects of the lender’s mortgage and financial services operations.
|
E512243
|
NE FINISHED |
How this triple was built (4 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: Mello Holdings LLC | Statement: [loanDepot, hasSubsidiary, Mello Holdings LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mello Holdings LLC Context triple: [loanDepot, hasSubsidiary, Mello Holdings LLC]
-
A.
Nash Holdings LLC
Nash Holdings LLC is the private investment company owned by Jeff Bezos that acquired and oversees The Washington Post.
-
B.
Kushner Companies
Kushner Companies is a privately held American real estate development and investment firm founded and owned by the Kushner family, known for its extensive portfolio of residential and commercial properties, particularly in the New York City area.
-
C.
The Cordish Companies
The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
-
D.
McLane Company
McLane Company is a major American supply chain services and wholesale distribution company serving retailers, restaurants, and convenience stores across the United States.
-
E.
Kingdom Holding Company
Kingdom Holding Company is a Saudi Arabian investment conglomerate chaired by Prince Alwaleed bin Talal, known for its global portfolio spanning real estate, banking, hospitality, and media.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mello Holdings LLC Triple: [loanDepot, hasSubsidiary, Mello Holdings LLC]
Generated description
Mello Holdings LLC is a subsidiary company within loanDepot’s corporate structure, likely involved in supporting or managing aspects of the lender’s mortgage and financial services operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mello Holdings LLC Target entity description: Mello Holdings LLC is a subsidiary company within loanDepot’s corporate structure, likely involved in supporting or managing aspects of the lender’s mortgage and financial services operations.
-
A.
Nash Holdings LLC
Nash Holdings LLC is the private investment company owned by Jeff Bezos that acquired and oversees The Washington Post.
-
B.
Kushner Companies
Kushner Companies is a privately held American real estate development and investment firm founded and owned by the Kushner family, known for its extensive portfolio of residential and commercial properties, particularly in the New York City area.
-
C.
The Cordish Companies
The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
-
D.
McLane Company
McLane Company is a major American supply chain services and wholesale distribution company serving retailers, restaurants, and convenience stores across the United States.
-
E.
Kingdom Holding Company
Kingdom Holding Company is a Saudi Arabian investment conglomerate chaired by Prince Alwaleed bin Talal, known for its global portfolio spanning real estate, banking, hospitality, and media.
- F. None of above. chosen
Provenance (5 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8577ba3881909a28cbf744648256 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18a4dff48190bce18f0106c7a8e7 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf1a493ddc8190ac5d1889b9d64ec2 |
completed | March 21, 2026, 10:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1aa2fbec819088cd8be8505e4697 |
completed | March 21, 2026, 10:24 p.m. |
Created at: March 20, 2026, 1:59 p.m.