Triple

T12996224
Position Surface form Disambiguated ID Type / Status
Subject Bob Lee Swagger E322039 entity
Predicate allyOf P4662 FINISHED
Object FBI agent Nick Memphis
FBI agent Nick Memphis is a key supporting character in Stephen Hunter’s Bob Lee Swagger series, known as a principled and resourceful FBI investigator who becomes Swagger’s trusted ally.
E1016343 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: FBI agent Nick Memphis | Statement: [Bob Lee Swagger, allyOf, FBI agent Nick Memphis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI agent Nick Memphis
Context triple: [Bob Lee Swagger, allyOf, FBI agent Nick Memphis]
  • A. Detective Zack Nichols
    Detective Zack Nichols is a cerebral, introspective NYPD detective on Law & Order: Criminal Intent known for his psychological insight and unconventional investigative style.
  • B. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • C. U.S. Marshal Vince Larkin
    U.S. Marshal Vince Larkin is a key law enforcement character in the action film "Con Air," known for his intelligence, moral integrity, and efforts to safely resolve the hijacking of a prisoner transport plane.
  • D. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • E. Jake Hooker
    Jake Hooker was an American musician and songwriter best known as the guitarist and co-writer of the hit song "I Love Rock 'n' Roll."
  • 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: FBI agent Nick Memphis
Triple: [Bob Lee Swagger, allyOf, FBI agent Nick Memphis]
Generated description
FBI agent Nick Memphis is a key supporting character in Stephen Hunter’s Bob Lee Swagger series, known as a principled and resourceful FBI investigator who becomes Swagger’s trusted ally.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI agent Nick Memphis
Target entity description: FBI agent Nick Memphis is a key supporting character in Stephen Hunter’s Bob Lee Swagger series, known as a principled and resourceful FBI investigator who becomes Swagger’s trusted ally.
  • A. Detective Zack Nichols
    Detective Zack Nichols is a cerebral, introspective NYPD detective on Law & Order: Criminal Intent known for his psychological insight and unconventional investigative style.
  • B. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • C. U.S. Marshal Vince Larkin
    U.S. Marshal Vince Larkin is a key law enforcement character in the action film "Con Air," known for his intelligence, moral integrity, and efforts to safely resolve the hijacking of a prisoner transport plane.
  • D. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • E. Jake Hooker
    Jake Hooker was an American musician and songwriter best known as the guitarist and co-writer of the hit song "I Love Rock 'n' Roll."
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0fe9d608190b9d503f4da1fe0c0 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c3beaf6881909be9c839206817b3 completed May 3, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69f6c48ee33c8190a50b308b12c08951 completed May 3, 2026, 3:44 a.m.
Created at: April 9, 2026, 8:45 p.m.