Triple

T15500920
Position Surface form Disambiguated ID Type / Status
Subject Joe Abercrombie E378948 entity
Predicate series P1761 FINISHED
Object The Age of Madness
The Age of Madness is a grimdark fantasy trilogy by Joe Abercrombie set in his First Law world, blending industrial-era upheaval, political intrigue, and brutal character-driven storytelling.
E1160911 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: The Age of Madness | Statement: [Joe Abercrombie, series, The Age of Madness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Age of Madness
Context triple: [Joe Abercrombie, series, The Age of Madness]
  • A. The Battle of the Ages
    The Battle of the Ages was the 1991 heavyweight boxing championship bout between Evander Holyfield and an aging yet resurgent George Foreman, notable for its clash between youth and experience.
  • B. Age of Rebellion
    Age of Rebellion is a Star Wars roleplaying game sourcebook and era set during the Galactic Civil War, focusing on the struggle between the Rebel Alliance and the Galactic Empire.
  • C. A Jagged Era
    A Jagged Era is the first studio album by American R&B group Jagged Edge, introducing their smooth harmonies and romantic, contemporary R&B sound.
  • D. The Conflict of Ages
    The Conflict of Ages is a 19th-century theological work by Edward Beecher that explores the problem of evil and divine justice through a pre-existence and moral government framework.
  • E. The Wars to Come
    "The Wars to Come" is a musical track from the Game of Thrones Season 5 soundtrack composed by Ramin Djawadi, reflecting the series’ dark, foreboding tone.
  • 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: The Age of Madness
Triple: [Joe Abercrombie, series, The Age of Madness]
Generated description
The Age of Madness is a grimdark fantasy trilogy by Joe Abercrombie set in his First Law world, blending industrial-era upheaval, political intrigue, and brutal character-driven storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Age of Madness
Target entity description: The Age of Madness is a grimdark fantasy trilogy by Joe Abercrombie set in his First Law world, blending industrial-era upheaval, political intrigue, and brutal character-driven storytelling.
  • A. The Battle of the Ages
    The Battle of the Ages was the 1991 heavyweight boxing championship bout between Evander Holyfield and an aging yet resurgent George Foreman, notable for its clash between youth and experience.
  • B. Age of Rebellion
    Age of Rebellion is a Star Wars roleplaying game sourcebook and era set during the Galactic Civil War, focusing on the struggle between the Rebel Alliance and the Galactic Empire.
  • C. A Jagged Era
    A Jagged Era is the first studio album by American R&B group Jagged Edge, introducing their smooth harmonies and romantic, contemporary R&B sound.
  • D. The Conflict of Ages
    The Conflict of Ages is a 19th-century theological work by Edward Beecher that explores the problem of evil and divine justice through a pre-existence and moral government framework.
  • E. The Wars to Come
    "The Wars to Come" is a musical track from the Game of Thrones Season 5 soundtrack composed by Ramin Djawadi, reflecting the series’ dark, foreboding tone.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.