Triple

T9104733
Position Surface form Disambiguated ID Type / Status
Subject Yorktown Center E218449 entity
Predicate owner P347 FINISHED
Object Kohan Retail Investment Group
Kohan Retail Investment Group is a U.S.-based real estate company known for acquiring and operating struggling shopping malls and retail properties across the country.
 E777129 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: Kohan Retail Investment Group | Statement: [Yorktown Center, owner, Kohan Retail Investment Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kohan Retail Investment Group
Context triple: [Yorktown Center, owner, Kohan Retail Investment Group]
  • A. Koch Equity Development
    Koch Equity Development is the investment and acquisition arm of Koch Industries, focused on long-term, large-scale equity investments across diverse industries.
  • B. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • C. K&D Group
    K&D Group is a real estate development and property management company based in Northeast Ohio, known for owning and redeveloping major residential and mixed-use properties in the region.
  • D. Kahn Brothers Group
    Kahn Brothers Group is a New York-based investment management firm known for its long-term, value-oriented approach to investing, founded by legendary value investor Irving Kahn and his family.
  • E. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • 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: Kohan Retail Investment Group
Triple: [Yorktown Center, owner, Kohan Retail Investment Group]
Generated description
Kohan Retail Investment Group is a U.S.-based real estate company known for acquiring and operating struggling shopping malls and retail properties across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kohan Retail Investment Group
Target entity description: Kohan Retail Investment Group is a U.S.-based real estate company known for acquiring and operating struggling shopping malls and retail properties across the country.
  • A. Koch Equity Development
    Koch Equity Development is the investment and acquisition arm of Koch Industries, focused on long-term, large-scale equity investments across diverse industries.
  • B. Roark Capital Group
    Roark Capital Group is a private equity firm known for investing in and building large multi-brand restaurant and consumer service companies.
  • C. K&D Group
    K&D Group is a real estate development and property management company based in Northeast Ohio, known for owning and redeveloping major residential and mixed-use properties in the region.
  • D. Kahn Brothers Group
    Kahn Brothers Group is a New York-based investment management firm known for its long-term, value-oriented approach to investing, founded by legendary value investor Irving Kahn and his family.
  • E. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca5714d048190a633caaaa707ac3b completed April 1, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01840d2488190a14d458aa181cc47 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d0196766248190aebda80cbd7d1eef completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019d76d2481909118b163ce5713f2 completed April 3, 2026, 7:49 p.m.
Created at: March 30, 2026, 7:15 p.m.