Triple

T16008586
Position Surface form Disambiguated ID Type / Status
Subject Natasha "Phoenix" Trace E388279 entity
Predicate hasRIO P120751 FINISHED
Object Robert "Bob" Floyd
Robert "Bob" Floyd is a quiet, highly skilled weapons systems officer (RIO) and loyal backseater to pilot Natasha "Phoenix" Trace in Top Gun: Maverick.
E1189009 NE FINISHED

How this triple was built (5 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: Robert "Bob" Floyd | Statement: [Natasha "Phoenix" Trace, hasRIO, Robert "Bob" Floyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert "Bob" Floyd
Context triple: [Natasha "Phoenix" Trace, hasRIO, Robert "Bob" Floyd]
  • A. Robert W Floyd
    Robert W. Floyd was an influential American computer scientist and Turing Award laureate known for his pioneering work in algorithms, formal verification, and programming language semantics.
  • B. John Simon Ritchie
    John Simon Ritchie, better known as Sid Vicious, was the bassist of the pioneering English punk rock band the Sex Pistols and an icon of the 1970s punk movement.
  • C. Chuck Peddle
    Chuck Peddle was an American engineer and computer pioneer best known for creating the low-cost microprocessors that helped spark the personal computer revolution in the 1970s.
  • D. Allan Kayser
    Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
  • E. Bernard A. Galler
    Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
  • 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: Robert "Bob" Floyd
Triple: [Natasha "Phoenix" Trace, hasRIO, Robert "Bob" Floyd]
Generated description
Robert "Bob" Floyd is a quiet, highly skilled weapons systems officer (RIO) and loyal backseater to pilot Natasha "Phoenix" Trace in Top Gun: Maverick.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert "Bob" Floyd
Target entity description: Robert "Bob" Floyd is a quiet, highly skilled weapons systems officer (RIO) and loyal backseater to pilot Natasha "Phoenix" Trace in Top Gun: Maverick.
  • A. Robert W Floyd
    Robert W. Floyd was an influential American computer scientist and Turing Award laureate known for his pioneering work in algorithms, formal verification, and programming language semantics.
  • B. John Simon Ritchie
    John Simon Ritchie, better known as Sid Vicious, was the bassist of the pioneering English punk rock band the Sex Pistols and an icon of the 1970s punk movement.
  • C. Chuck Peddle
    Chuck Peddle was an American engineer and computer pioneer best known for creating the low-cost microprocessors that helped spark the personal computer revolution in the 1970s.
  • D. Allan Kayser
    Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
  • E. Bernard A. Galler
    Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRIO
Context triple: [Natasha "Phoenix" Trace, hasRIO, Robert "Bob" Floyd]
  • A. hasRind
    Indicates that an entity possesses a tough, outer protective layer or skin (a rind).
  • B. hasRail
    Indicates that something is equipped with, includes, or is connected to a rail or rail system.
  • C. hasRohe
    Indicates a relationship where something is associated with, belongs to, or is located within a specific region or area (rohe).
  • D. hasOIS
    Indicates that an entity possesses, is associated with, or is characterized by an OIS (e.g., a specific information system, identifier, or status labeled "OIS").
  • E. hasRich
    Indicates that an entity possesses or is characterized by a high level of wealth, abundance, or valuable resources.
  • F. None of above. chosen

Provenance (7 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e173b3bf6c81909230170e833d7ce7 completed April 16, 2026, 11:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf22db3481909141ddef151d0341 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd08186d081909b6e236768dc3cde completed May 10, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffd0f1914c81908c55df30a27fc0d1 completed May 10, 2026, 12:27 a.m.
PD Predicate disambiguation batch_69e142dc081c819082527e3fa8773460 completed April 16, 2026, 8:13 p.m.
PDg Predicate description generation batch_69e173af801c8190bfc0f602831bb594 completed April 16, 2026, 11:41 p.m.
Created at: April 10, 2026, 4:55 a.m.