Triple

T14212372
Position Surface form Disambiguated ID Type / Status
Subject Denis Johnson E352262 entity
Predicate notableWork P4 FINISHED
Object The Laughing Monsters
The Laughing Monsters is a 2014 novel by Denis Johnson that follows a spy’s morally ambiguous journey through post-conflict West and Central Africa, blending espionage, betrayal, and existential unease.
E1085946 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 Laughing Monsters | Statement: [Denis Johnson, notableWork, The Laughing Monsters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Laughing Monsters
Context triple: [Denis Johnson, notableWork, The Laughing Monsters]
  • A. The Monsters
    "The Monsters" is a classic science fiction short story by Murray Leinster that explores themes of misunderstanding and prejudice through first-contact between humans and an alien species.
  • B. Broken Monsters
    Broken Monsters is a genre-blending horror-thriller novel by Lauren Beukes that follows Detroit detectives investigating a series of grotesque, surreal murders intertwined with internet culture and urban decay.
  • C. The Maddening
    The Maddening is a 1995 psychological thriller film starring Burt Reynolds as a deranged patriarch who imprisons a young woman and her family.
  • D. Mother of Monsters
    Mother of Monsters is the mythological epithet of Echidna, a monstrous figure in Greek mythology famed as the progenitor of many of the most fearsome creatures in legend.
  • E. Howling Mad
    Howling Mad is the eccentric and wildly unpredictable pilot character from the 1980s television series "The A-Team."
  • 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 Laughing Monsters
Triple: [Denis Johnson, notableWork, The Laughing Monsters]
Generated description
The Laughing Monsters is a 2014 novel by Denis Johnson that follows a spy’s morally ambiguous journey through post-conflict West and Central Africa, blending espionage, betrayal, and existential unease.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Laughing Monsters
Target entity description: The Laughing Monsters is a 2014 novel by Denis Johnson that follows a spy’s morally ambiguous journey through post-conflict West and Central Africa, blending espionage, betrayal, and existential unease.
  • A. The Monsters
    "The Monsters" is a classic science fiction short story by Murray Leinster that explores themes of misunderstanding and prejudice through first-contact between humans and an alien species.
  • B. Broken Monsters
    Broken Monsters is a genre-blending horror-thriller novel by Lauren Beukes that follows Detroit detectives investigating a series of grotesque, surreal murders intertwined with internet culture and urban decay.
  • C. The Maddening
    The Maddening is a 1995 psychological thriller film starring Burt Reynolds as a deranged patriarch who imprisons a young woman and her family.
  • D. Mother of Monsters
    Mother of Monsters is the mythological epithet of Echidna, a monstrous figure in Greek mythology famed as the progenitor of many of the most fearsome creatures in legend.
  • E. Howling Mad
    Howling Mad is the eccentric and wildly unpredictable pilot character from the 1980s television series "The A-Team."
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de620dba0c8190bb77a1df10e1d3a7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd19574280819091bafd95a75983bf completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1a231cbc819083d38e25073892bf completed May 7, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69fd1ada47788190afcf8078d76ef339 completed May 7, 2026, 11:06 p.m.
Created at: April 10, 2026, 1:05 a.m.