Triple

T7913698
Position Surface form Disambiguated ID Type / Status
Subject John Cioffi E183762 entity
Predicate founded P104 FINISHED
Object Amati Communications Corporation
Amati Communications Corporation was a pioneering telecommunications company known for developing early high-speed DSL technologies.
 E696814 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: Amati Communications Corporation | Statement: [John Cioffi, founded, Amati Communications Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amati Communications Corporation
Context triple: [John Cioffi, founded, Amati Communications Corporation]
  • A. Associated Communications Corporation
    Associated Communications Corporation was a media holding company that owned and operated television broadcasting assets, including the Associated Television network.
  • B. United Telecommunications
    United Telecommunications was a major American telecommunications company that evolved through mergers and rebranding into what became Sprint Corporation.
  • C. Alliance Communications
    Alliance Communications is a film and television distribution company known for handling the release of various international and independent titles.
  • D. T.A.T. Communications Company
    T.A.T. Communications Company was a television production company best known for producing popular American sitcoms in the 1970s and 1980s.
  • E. Rush Communications
    Rush Communications is a media and entertainment company created by hip-hop entrepreneur Russell Simmons that has encompassed ventures in music, film, fashion, and philanthropy.
  • 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: Amati Communications Corporation
Triple: [John Cioffi, founded, Amati Communications Corporation]
Generated description
Amati Communications Corporation was a pioneering telecommunications company known for developing early high-speed DSL technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amati Communications Corporation
Target entity description: Amati Communications Corporation was a pioneering telecommunications company known for developing early high-speed DSL technologies.
  • A. Associated Communications Corporation
    Associated Communications Corporation was a media holding company that owned and operated television broadcasting assets, including the Associated Television network.
  • B. United Telecommunications
    United Telecommunications was a major American telecommunications company that evolved through mergers and rebranding into what became Sprint Corporation.
  • C. Alliance Communications
    Alliance Communications is a film and television distribution company known for handling the release of various international and independent titles.
  • D. T.A.T. Communications Company
    T.A.T. Communications Company was a television production company best known for producing popular American sitcoms in the 1970s and 1980s.
  • E. Rush Communications
    Rush Communications is a media and entertainment company created by hip-hop entrepreneur Russell Simmons that has encompassed ventures in music, film, fashion, and philanthropy.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a748f4c8190bcd868de2fcf0b3a completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bdfb8d0819089cf1268df61bcdc completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f20eb3c81909e059d5a02263aa2 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76bb9a308190a9d7b34838d696db completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:04 p.m.