Triple
T4398970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morgan Stanley |
E99565
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Parametric Portfolio Associates
Parametric Portfolio Associates is an investment management firm known for its expertise in customized, rules-based portfolio solutions and tax-efficient strategies for institutional and high-net-worth clients.
|
E435519
|
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: Parametric Portfolio Associates | Statement: [Morgan Stanley, subsidiary, Parametric Portfolio Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Parametric Portfolio Associates Context triple: [Morgan Stanley, subsidiary, Parametric Portfolio Associates]
-
A.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
B.
Point72 Asset Management
Point72 Asset Management is a hedge fund and investment management firm founded by billionaire investor Steven A. Cohen, known for its multi-strategy approach and global trading operations.
-
C.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
-
D.
Moore Capital Management
Moore Capital Management is a global hedge fund and investment management firm founded by Louis Bacon, known for its macroeconomic trading strategies.
-
E.
Vinik Asset Management
Vinik Asset Management is an investment management firm best known for being run by prominent fund manager and former Fidelity Magellan star Jeffrey Vinik.
- 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: Parametric Portfolio Associates Triple: [Morgan Stanley, subsidiary, Parametric Portfolio Associates]
Generated description
Parametric Portfolio Associates is an investment management firm known for its expertise in customized, rules-based portfolio solutions and tax-efficient strategies for institutional and high-net-worth clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Parametric Portfolio Associates Target entity description: Parametric Portfolio Associates is an investment management firm known for its expertise in customized, rules-based portfolio solutions and tax-efficient strategies for institutional and high-net-worth clients.
-
A.
Mithril Capital Management
Mithril Capital Management is a venture capital firm co-founded by tech investor Peter Thiel that focuses on long-term investments in innovative, growth-stage technology companies.
-
B.
Point72 Asset Management
Point72 Asset Management is a hedge fund and investment management firm founded by billionaire investor Steven A. Cohen, known for its multi-strategy approach and global trading operations.
-
C.
Oaktree Capital Management
Oaktree Capital Management is a global alternative investment management firm best known for its expertise in credit and distressed debt investing.
-
D.
Moore Capital Management
Moore Capital Management is a global hedge fund and investment management firm founded by Louis Bacon, known for its macroeconomic trading strategies.
-
E.
Vinik Asset Management
Vinik Asset Management is an investment management firm best known for being run by prominent fund manager and former Fidelity Magellan star Jeffrey Vinik.
- 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352cc4ab081908bc45d2f76cd4da8 |
completed | March 12, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e53d34cc81909969d86efc441dee |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e6562abc8190bbd7b8ffdfcd0f14 |
completed | March 14, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e6b800d48190bed53f28b767471e |
completed | March 14, 2026, 10:52 p.m. |
Created at: March 12, 2026, 11:20 p.m.