Triple

T8738317
Position Surface form Disambiguated ID Type / Status
Subject John Gardner (British writer) E207438 entity
Predicate notableWork P4 FINISHED
Object Herbie Kruger series
The Herbie Kruger series is a set of Cold War-era spy novels by John Gardner featuring a seasoned British intelligence officer navigating morally complex espionage operations.
E754789 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: Herbie Kruger series | Statement: [John Gardner (British writer), notableWork, Herbie Kruger series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbie Kruger series
Context triple: [John Gardner (British writer), notableWork, Herbie Kruger series]
  • A. Beukes
    Beukes is a surname most notably associated with South African writer Lauren Beukes, known for her speculative and genre-bending fiction.
  • B. Saberhagen
    Saberhagen is the surname of Bret Saberhagen, a former Major League Baseball pitcher best known for his standout seasons with the Kansas City Royals.
  • C. Lloyd Hopkins Trilogy
    The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
  • D. Hero Brown
    Hero Brown is a central character in the comic book series "Y: The Last Man," known as Yorick Brown’s sister whose complex personal journey explores themes of identity, loyalty, and survival in a post-apocalyptic world without men.
  • E. Wilder Pfaff
    Wilder Pfaff is a prominent mountain peak in the Stubai Alps on the border between Austria and Italy, popular with experienced alpine climbers.
  • 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: Herbie Kruger series
Triple: [John Gardner (British writer), notableWork, Herbie Kruger series]
Generated description
The Herbie Kruger series is a set of Cold War-era spy novels by John Gardner featuring a seasoned British intelligence officer navigating morally complex espionage operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbie Kruger series
Target entity description: The Herbie Kruger series is a set of Cold War-era spy novels by John Gardner featuring a seasoned British intelligence officer navigating morally complex espionage operations.
  • A. Beukes
    Beukes is a surname most notably associated with South African writer Lauren Beukes, known for her speculative and genre-bending fiction.
  • B. Saberhagen
    Saberhagen is the surname of Bret Saberhagen, a former Major League Baseball pitcher best known for his standout seasons with the Kansas City Royals.
  • C. Lloyd Hopkins Trilogy
    The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
  • D. Hero Brown
    Hero Brown is a central character in the comic book series "Y: The Last Man," known as Yorick Brown’s sister whose complex personal journey explores themes of identity, loyalty, and survival in a post-apocalyptic world without men.
  • E. Wilder Pfaff
    Wilder Pfaff is a prominent mountain peak in the Stubai Alps on the border between Austria and Italy, popular with experienced alpine climbers.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d470c8c81909ead395ef704c6ba completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42d5dd508190854fbbc2541aa819 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf440051bc8190ad9d649150187932 completed April 3, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69cf4473ee0081908ed22eb0d855d7dd completed April 3, 2026, 4:39 a.m.
Created at: March 30, 2026, 6:38 p.m.