Triple

T16196818
Position Surface form Disambiguated ID Type / Status
Subject Lyndon Lea E393081 entity
Predicate workedAt P7 FINISHED
Object Hicks, Muse, Tate & Furst
Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
E1198751 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: Hicks, Muse, Tate & Furst | Statement: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hicks, Muse, Tate & Furst
Context triple: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
  • A. Harrison, Abramovitz & Abbe
    Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
  • B. Schuyler, Knobloch & Overstreet
    Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
  • C. Schlesinger & Mayer
    Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
  • D. Foster & McElroy
    Foster & McElroy is an American songwriting and production duo best known for their work in late-1980s and early-1990s R&B and new jack swing, including developing and producing acts like En Vogue.
  • E. Howard, Needles, Tammen & Bergendoff
    Howard, Needles, Tammen & Bergendoff was the original name of what is now HNTB, a major American infrastructure design and engineering firm known for its work on transportation and public works projects.
  • 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: Hicks, Muse, Tate & Furst
Triple: [Lyndon Lea, workedAt, Hicks, Muse, Tate & Furst]
Generated description
Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hicks, Muse, Tate & Furst
Target entity description: Hicks, Muse, Tate & Furst was a prominent American private equity firm known for leveraged buyouts and investments in media, communications, and consumer businesses.
  • A. Harrison, Abramovitz & Abbe
    Harrison, Abramovitz & Abbe was a prominent mid-20th-century American architectural firm known for designing major modernist skyscrapers and corporate buildings.
  • B. Schuyler, Knobloch & Overstreet
    Schuyler, Knobloch & Overstreet was an American country music songwriting and recording trio active in the 1980s, known for crafting hits for themselves and other artists in Nashville.
  • C. Schlesinger & Mayer
    Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
  • D. Foster & McElroy
    Foster & McElroy is an American songwriting and production duo best known for their work in late-1980s and early-1990s R&B and new jack swing, including developing and producing acts like En Vogue.
  • E. Howard, Needles, Tammen & Bergendoff
    Howard, Needles, Tammen & Bergendoff was the original name of what is now HNTB, a major American infrastructure design and engineering firm known for its work on transportation and public works projects.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222dace848190b1a98e47333b922b completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff0f352081908324783743e47029 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a00003d347481908285b2253fd20ac1 completed May 10, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0000adc1b08190abbafcabb4ebc079 completed May 10, 2026, 3:51 a.m.
Created at: April 10, 2026, 5:02 a.m.