Triple

T16018220
Position Surface form Disambiguated ID Type / Status
Subject The Eagle Has Flown E388522 entity
Predicate literarySeries P20977 FINISHED
Object Liam Devlin series
The Liam Devlin series is a set of World War II espionage thrillers by Jack Higgins featuring the charismatic Irish protagonist and former IRA gunman Liam Devlin.
E1190347 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: Liam Devlin series | Statement: [The Eagle Has Flown, literarySeries, Liam Devlin series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam Devlin series
Context triple: [The Eagle Has Flown, literarySeries, Liam Devlin series]
  • A. Roy Grace series
    The Roy Grace series is a popular set of British crime novels by Peter James, following Detective Superintendent Roy Grace as he investigates complex and often dark criminal cases, primarily set in and around Brighton.
  • B. Jack Irish
    Jack Irish is a fictional Australian former criminal lawyer turned private investigator and debt collector, best known as the title character in a series of crime novels by Peter Temple and their television adaptations.
  • C. Hector Cross series
    The Hector Cross series is a set of contemporary action-thriller novels by Wilbur Smith featuring ex-SAS operative and security specialist Hector Cross in high-stakes, international adventures.
  • D. Lewis Barnavelt series
    The Lewis Barnavelt series is a set of middle-grade fantasy-horror novels, originally created by John Bellairs and later continued by Brad Strickland, following a young boy’s magical adventures with his eccentric uncle and their witch neighbor.
  • E. Roy Grace
    Roy Grace is a fictional British detective and the protagonist of Peter James's popular crime novel series set in Brighton.
  • 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: Liam Devlin series
Triple: [The Eagle Has Flown, literarySeries, Liam Devlin series]
Generated description
The Liam Devlin series is a set of World War II espionage thrillers by Jack Higgins featuring the charismatic Irish protagonist and former IRA gunman Liam Devlin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam Devlin series
Target entity description: The Liam Devlin series is a set of World War II espionage thrillers by Jack Higgins featuring the charismatic Irish protagonist and former IRA gunman Liam Devlin.
  • A. Roy Grace series
    The Roy Grace series is a popular set of British crime novels by Peter James, following Detective Superintendent Roy Grace as he investigates complex and often dark criminal cases, primarily set in and around Brighton.
  • B. Jack Irish
    Jack Irish is a fictional Australian former criminal lawyer turned private investigator and debt collector, best known as the title character in a series of crime novels by Peter Temple and their television adaptations.
  • C. Hector Cross series
    The Hector Cross series is a set of contemporary action-thriller novels by Wilbur Smith featuring ex-SAS operative and security specialist Hector Cross in high-stakes, international adventures.
  • D. Lewis Barnavelt series
    The Lewis Barnavelt series is a set of middle-grade fantasy-horror novels, originally created by John Bellairs and later continued by Brad Strickland, following a young boy’s magical adventures with his eccentric uncle and their witch neighbor.
  • E. Roy Grace
    Roy Grace is a fictional British detective and the protagonist of Peter James's popular crime novel series set in Brighton.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18296a7008190b72ab2ab02d0fbc9 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2a4b0c819094f629c65cf8f880 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfb02b208190b961b525a29b02a5 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd8e7b94c819093bc23288900df33 completed May 10, 2026, 1:01 a.m.
Created at: April 10, 2026, 4:55 a.m.