Triple

T20661568
Position Surface form Disambiguated ID Type / Status
Subject Desperation E507770 entity
Predicate partOf P40 FINISHED
Object Desperation–The Regulators duology
The Desperation–The Regulators duology is a pair of interconnected horror novels by Stephen King, written under his own name and the pseudonym Richard Bachman, that explore parallel realities and shared characters in two distinct but thematically linked stories.
E1444395 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: Desperation–The Regulators duology | Statement: [Desperation, partOf, Desperation–The Regulators duology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desperation–The Regulators duology
Context triple: [Desperation, partOf, Desperation–The Regulators duology]
  • A. The Seacoast of Despair
    The Seacoast of Despair is an essay by Joan Didion that reflects her characteristically stark, introspective examination of place, disillusionment, and the emotional landscape of contemporary American life.
  • B. Desperate Things
    "Desperate Things" is a song by The Killers from their concept album Pressure Machine, known for its dark, narrative-driven lyrics and atmospheric, small-town storytelling.
  • C. Desire in the Dust
    Desire in the Dust is a 1960 American drama film, best known as one of the prominent screen roles of actress Martha Hyer.
  • D. The Bastards
    The Bastards is a punk rock band known for featuring bassist Matt Freeman, famed for his work with Rancid and Operation Ivy.
  • E. School of Resentment
    The School of Resentment is a term coined by literary critic Harold Bloom to describe a group of academic and theoretical movements that, in his view, attack or devalue the traditional Western literary canon on political and ideological grounds.
  • 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: Desperation–The Regulators duology
Triple: [Desperation, partOf, Desperation–The Regulators duology]
Generated description
The Desperation–The Regulators duology is a pair of interconnected horror novels by Stephen King, written under his own name and the pseudonym Richard Bachman, that explore parallel realities and shared characters in two distinct but thematically linked stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desperation–The Regulators duology
Target entity description: The Desperation–The Regulators duology is a pair of interconnected horror novels by Stephen King, written under his own name and the pseudonym Richard Bachman, that explore parallel realities and shared characters in two distinct but thematically linked stories.
  • A. The Seacoast of Despair
    The Seacoast of Despair is an essay by Joan Didion that reflects her characteristically stark, introspective examination of place, disillusionment, and the emotional landscape of contemporary American life.
  • B. Desperate Things
    "Desperate Things" is a song by The Killers from their concept album Pressure Machine, known for its dark, narrative-driven lyrics and atmospheric, small-town storytelling.
  • C. Desire in the Dust
    Desire in the Dust is a 1960 American drama film, best known as one of the prominent screen roles of actress Martha Hyer.
  • D. The Bastards
    The Bastards is a punk rock band known for featuring bassist Matt Freeman, famed for his work with Rancid and Operation Ivy.
  • E. School of Resentment
    The School of Resentment is a term coined by literary critic Harold Bloom to describe a group of academic and theoretical movements that, in his view, attack or devalue the traditional Western literary canon on political and ideological grounds.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2f2ee4081908df9ba897c9dfc98 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd5afe5081909e20b796dd9f0908 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175206c8190b119bb1a2d06462f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d293523c8190aaa01c6c73c9afd5 completed May 16, 2026, 8:24 p.m.
Created at: April 16, 2026, 11:44 a.m.