Triple

T4786995
Position Surface form Disambiguated ID Type / Status
Subject Hogan & Hartson E106502 entity
Predicate mergerWith P77 FINISHED
Object Lovells
Lovells was a major international law firm based in London that became part of the global firm Hogan Lovells following its merger with U.S.-based Hogan & Hartson.
 E470152 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: Lovells | Statement: [Hogan & Hartson, mergerWith, Lovells]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lovells
Context triple: [Hogan & Hartson, mergerWith, Lovells]
  • A. Kallmann McKinnell & Knowles
    Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
  • B. Hasbrouck Donovan
    Hasbrouck Donovan is one of the children of American basketball coach Billy Donovan.
  • C. Alston & Bird
    Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
  • D. Clivillés & Cole
    Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
  • E. Shreve, Lamb & Harmon
    Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
  • 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: Lovells
Triple: [Hogan & Hartson, mergerWith, Lovells]
Generated description
Lovells was a major international law firm based in London that became part of the global firm Hogan Lovells following its merger with U.S.-based Hogan & Hartson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lovells
Target entity description: Lovells was a major international law firm based in London that became part of the global firm Hogan Lovells following its merger with U.S.-based Hogan & Hartson.
  • A. Kallmann McKinnell & Knowles
    Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
  • B. Hasbrouck Donovan
    Hasbrouck Donovan is one of the children of American basketball coach Billy Donovan.
  • C. Alston & Bird
    Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
  • D. Clivillés & Cole
    Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
  • E. Shreve, Lamb & Harmon
    Shreve, Lamb & Harmon was a prominent American architectural firm best known for designing New York City's iconic Empire State Building.
  • 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_69bd43f4a9588190bf73e20bc27c03cc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65d8f9d881909c24340b8dc6a104 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43e01f6c81909ca0121c36d107e9 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45cc228c8190942280ef3852caf7 completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be467ffd50819090c92df520c91642 completed March 21, 2026, 7:19 a.m.
Created at: March 20, 2026, 1:22 p.m.