Triple

T16164136
Position Surface form Disambiguated ID Type / Status
Subject George Malko E392255 entity
Predicate basedOn P98 FINISHED
Object The Dogs of War (novel)
The Dogs of War is a 1974 thriller novel by Frederick Forsyth that follows mercenaries hired to overthrow an African government in a high-stakes coup plot.
E90107 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 Dogs of War (novel) | Statement: [George Malko, basedOn, The Dogs of War (novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dogs of War (novel)
Context triple: [George Malko, basedOn, The Dogs of War (novel)]
  • A. The Dogs of War
    The Dogs of War is a 1980 political war film based on Frederick Forsyth’s novel, following mercenaries hired to overthrow a fictional African dictator.
  • B. Dogs of War
    "Dogs of War" is a hard rock song by AC/DC from their 2014 album *Rock or Bust*, known for its heavy riffs and aggressive, militaristic themes.
  • C. Dogs of War
    Dogs of War is a fierce nickname for the Canterbury-Bankstown Bulldogs rugby league team, reflecting their tough, combative playing style.
  • D. Stray Dogs (novel)
    Stray Dogs is a crime novel by John Ridley that follows a drifter entangled in a violent, noir-inflected tale of betrayal and survival in the American Southwest.
  • E. A Boy and His Dog
    A Boy and His Dog is a post-apocalyptic science fiction novella best known for its darkly satirical portrayal of a telepathic bond between a boy and his dog as they struggle to survive in a devastated future America.
  • 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 Dogs of War (novel)
Triple: [George Malko, basedOn, The Dogs of War (novel)]
Generated description
The Dogs of War is a 1974 thriller novel by Frederick Forsyth that follows mercenaries hired to overthrow an African government in a high-stakes coup plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dogs of War (novel)
Target entity description: The Dogs of War is a 1974 thriller novel by Frederick Forsyth that follows mercenaries hired to overthrow an African government in a high-stakes coup plot.
  • A. The Dogs of War chosen
    The Dogs of War is a 1980 political war film based on Frederick Forsyth’s novel, following mercenaries hired to overthrow a fictional African dictator.
  • B. Dogs of War
    "Dogs of War" is a hard rock song by AC/DC from their 2014 album *Rock or Bust*, known for its heavy riffs and aggressive, militaristic themes.
  • C. Dogs of War
    Dogs of War is a fierce nickname for the Canterbury-Bankstown Bulldogs rugby league team, reflecting their tough, combative playing style.
  • D. Stray Dogs (novel)
    Stray Dogs is a crime novel by John Ridley that follows a drifter entangled in a violent, noir-inflected tale of betrayal and survival in the American Southwest.
  • E. A Boy and His Dog
    A Boy and His Dog is a post-apocalyptic science fiction novella best known for its darkly satirical portrayal of a telepathic bond between a boy and his dog as they struggle to survive in a devastated future America.
  • F. None of above.

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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e622ae481909f3cf25b38886d3a completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000ec9ab2c819098d96dae98f78f50 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a001052977881909b8e17ab9ea92fe0 completed May 10, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0010c825808190a2a506867fc09fe4 completed May 10, 2026, 4:59 a.m.
Created at: April 10, 2026, 5:02 a.m.