Triple

T5291941
Position Surface form Disambiguated ID Type / Status
Subject Jerome Kohlberg Jr. E119761 entity
Predicate founded P104 FINISHED
Object Kohlberg & Company
Kohlberg & Company is a private equity firm known for pioneering leveraged buyouts and middle-market investments in the United States.
E507739 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: Kohlberg & Company | Statement: [Jerome Kohlberg Jr., founded, Kohlberg & Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kohlberg & Company
Context triple: [Jerome Kohlberg Jr., founded, Kohlberg & Company]
  • A. Kohlberg Kravis Roberts & Co.
    Kohlberg Kravis Roberts & Co. is a leading global private equity firm best known for pioneering large leveraged buyouts and shaping the modern buyout industry.
  • B. 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.
  • C. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • D. 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.
  • E. Forstmann Little & Co.
    Forstmann Little & Co. was a prominent private equity firm known for its leveraged buyouts of major U.S. companies in the 1980s.
  • 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: Kohlberg & Company
Triple: [Jerome Kohlberg Jr., founded, Kohlberg & Company]
Generated description
Kohlberg & Company is a private equity firm known for pioneering leveraged buyouts and middle-market investments in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kohlberg & Company
Target entity description: Kohlberg & Company is a private equity firm known for pioneering leveraged buyouts and middle-market investments in the United States.
  • A. Kohlberg Kravis Roberts & Co.
    Kohlberg Kravis Roberts & Co. is a leading global private equity firm best known for pioneering large leveraged buyouts and shaping the modern buyout industry.
  • B. 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.
  • C. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • D. 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.
  • E. Forstmann Little & Co.
    Forstmann Little & Co. was a prominent private equity firm known for its leveraged buyouts of major U.S. companies in the 1980s.
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84eccac481908ba3fe28c3908d1d completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f3c7508190be98e08cef130a4d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf07f9ef048190a5f726c1e603ccc9 completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf08a498288190bbb8cb0f407ef896 completed March 21, 2026, 9:07 p.m.
Created at: March 20, 2026, 1:52 p.m.