Triple

T3932783
Position Surface form Disambiguated ID Type / Status
Subject William Cohen E90832 entity
Predicate founded P104 FINISHED
Object The Cohen Group
The Cohen Group is a Washington, D.C.–based international consulting and lobbying firm that advises corporations on global business, defense, and security issues.
 E399609 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: The Cohen Group | Statement: [William Cohen, founded, The Cohen Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Cohen Group
Context triple: [William Cohen, founded, The Cohen Group]
  • A. Marshall Group
    Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
  • B. The Beck Group
    The Beck Group is an architecture, construction, and real estate development firm known for delivering large-scale commercial projects across the United States.
  • C. Peter Safran Company
    The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
  • D. Peterson Group
    Peterson Group is a property investment and development company known for owning and managing prominent commercial real estate assets in the United Kingdom.
  • E. Shorenstein Company
    Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
  • 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: The Cohen Group
Triple: [William Cohen, founded, The Cohen Group]
Generated description
The Cohen Group is a Washington, D.C.–based international consulting and lobbying firm that advises corporations on global business, defense, and security issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Cohen Group
Target entity description: The Cohen Group is a Washington, D.C.–based international consulting and lobbying firm that advises corporations on global business, defense, and security issues.
  • A. Marshall Group
    Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
  • B. The Beck Group
    The Beck Group is an architecture, construction, and real estate development firm known for delivering large-scale commercial projects across the United States.
  • C. Peter Safran Company
    The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
  • D. Peterson Group
    Peterson Group is a property investment and development company known for owning and managing prominent commercial real estate assets in the United Kingdom.
  • E. Shorenstein Company
    Shorenstein Company is a prominent privately held real estate investment and development firm based in San Francisco, known for owning and managing major commercial office properties across the United States.
  • 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_69aed95f26e0819094b0e71974543a19 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeedaaf3c881909539831bf3a8bf10 completed March 9, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52887d4a48190b51df3f51ff197c0 completed March 14, 2026, 9:21 a.m.
NEDg Description generation batch_69b529a1486881908ff348558199232b completed March 14, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69b52a43c6f081908366d9848728f98a completed March 14, 2026, 9:28 a.m.
Created at: March 9, 2026, 3:23 p.m.