Triple

T14853625
Position Surface form Disambiguated ID Type / Status
Subject Liotta E349294 entity
Predicate hasNotableBearer P458 FINISHED
Object Dennis C. Liotta
Dennis C. Liotta is an American chemist best known as a co-inventor of several groundbreaking antiviral drugs used in the treatment of HIV and hepatitis B.
E1130293 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: Dennis C. Liotta | Statement: [Liotta, hasNotableBearer, Dennis C. Liotta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis C. Liotta
Context triple: [Liotta, hasNotableBearer, Dennis C. Liotta]
  • A. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. Donald Gennaro
    Donald Gennaro is a lawyer representing InGen in the Jurassic Park franchise, known for his ill-fated visit to the dinosaur theme park.
  • D. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • E. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • 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: Dennis C. Liotta
Triple: [Liotta, hasNotableBearer, Dennis C. Liotta]
Generated description
Dennis C. Liotta is an American chemist best known as a co-inventor of several groundbreaking antiviral drugs used in the treatment of HIV and hepatitis B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis C. Liotta
Target entity description: Dennis C. Liotta is an American chemist best known as a co-inventor of several groundbreaking antiviral drugs used in the treatment of HIV and hepatitis B.
  • A. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. Donald Gennaro
    Donald Gennaro is a lawyer representing InGen in the Jurassic Park franchise, known for his ill-fated visit to the dinosaur theme park.
  • D. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • E. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • 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_69d822ed7e1881909b90fca143ad7e34 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded44318f0819080b6c599f2d3474f completed April 14, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bc9db7c8190af08b26471d28e97 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8dda21188190b9e82c70ef3a3ec0 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe91a86ae881908b492a4f255866b9 completed May 9, 2026, 1:45 a.m.
Created at: April 10, 2026, 1:54 a.m.