Triple

T4398969
Position Surface form Disambiguated ID Type / Status
Subject Morgan Stanley E99565 entity
Predicate subsidiary P258 FINISHED
Object Calvert Research and Management
Calvert Research and Management is an investment management firm known for its focus on responsible and sustainable investing, operating as a subsidiary of Morgan Stanley.
 E435518 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: Calvert Research and Management | Statement: [Morgan Stanley, subsidiary, Calvert Research and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calvert Research and Management
Context triple: [Morgan Stanley, subsidiary, Calvert Research and Management]
  • A. Walter J. Schloss Associates
    Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
  • B. Ellerman Investments
    Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
  • C. State Street Corporation
    State Street Corporation is a major American financial services and bank holding company specializing in investment servicing, investment management, and asset management for institutional investors worldwide.
  • D. United Colonies
    The United Colonies was the collective name for the Thirteen American colonies that united in armed resistance against Great Britain during the early stages of the American Revolutionary War.
  • E. Peregrine Fund
    The Peregrine Fund is a conservation organization dedicated to protecting birds of prey worldwide through research, captive breeding, and habitat restoration.
  • 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: Calvert Research and Management
Triple: [Morgan Stanley, subsidiary, Calvert Research and Management]
Generated description
Calvert Research and Management is an investment management firm known for its focus on responsible and sustainable investing, operating as a subsidiary of Morgan Stanley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Calvert Research and Management
Target entity description: Calvert Research and Management is an investment management firm known for its focus on responsible and sustainable investing, operating as a subsidiary of Morgan Stanley.
  • A. Walter J. Schloss Associates
    Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
  • B. Ellerman Investments
    Ellerman Investments is a British investment company best known for owning the luxury five-star Ritz London hotel.
  • C. State Street Corporation
    State Street Corporation is a major American financial services and bank holding company specializing in investment servicing, investment management, and asset management for institutional investors worldwide.
  • D. United Colonies
    The United Colonies was the collective name for the Thirteen American colonies that united in armed resistance against Great Britain during the early stages of the American Revolutionary War.
  • E. Peregrine Fund
    The Peregrine Fund is a conservation organization dedicated to protecting birds of prey worldwide through research, captive breeding, and habitat restoration.
  • 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.