Triple

T17883826
Position Surface form Disambiguated ID Type / Status
Subject Hellblazer E447152 entity
Predicate notableStoryline P7331 FINISHED
Object Fear and Loathing
Fear and Loathing is a prominent Hellblazer comic storyline featuring John Constantine confronting political corruption, social unrest, and supernatural horror in 1990s Britain.
E1293732 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: Fear and Loathing | Statement: [Hellblazer, notableStoryline, Fear and Loathing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fear and Loathing
Context triple: [Hellblazer, notableStoryline, Fear and Loathing]
  • A. Fear and Loathing in Las Vegas
    Fear and Loathing in Las Vegas is a 1998 surreal black comedy film directed by Terry Gilliam, adapted from Hunter S. Thompson’s gonzo journalism novel about a drug-fueled trip to Las Vegas.
  • B. Fear and Loathing in Las Vegas (book)
    Fear and Loathing in Las Vegas is Hunter S. Thompson’s iconic 1971 gonzo journalism novel chronicling a drug-fueled road trip through Las Vegas that satirizes the collapse of the American Dream.
  • C. Fear and Loathing on the Campaign Trail '72
    Fear and Loathing on the Campaign Trail '72 is a landmark work of gonzo political journalism chronicling the 1972 U.S. presidential election with Hunter S. Thompson’s trademark blend of reportage, satire, and personal narrative.
  • D. The Great Intoxication
    "The Great Intoxication" is a song by the band Feelings, likely characterized by emotionally charged lyrics and a vivid, immersive atmosphere.
  • E. That Yellow Bastard
    That Yellow Bastard is a neo-noir crime thriller segment of Frank Miller’s Sin City, centered on an aging cop’s final battle to save a young woman from a grotesquely deformed serial predator.
  • 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: Fear and Loathing
Triple: [Hellblazer, notableStoryline, Fear and Loathing]
Generated description
Fear and Loathing is a prominent Hellblazer comic storyline featuring John Constantine confronting political corruption, social unrest, and supernatural horror in 1990s Britain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fear and Loathing
Target entity description: Fear and Loathing is a prominent Hellblazer comic storyline featuring John Constantine confronting political corruption, social unrest, and supernatural horror in 1990s Britain.
  • A. Fear and Loathing in Las Vegas
    Fear and Loathing in Las Vegas is a 1998 surreal black comedy film directed by Terry Gilliam, adapted from Hunter S. Thompson’s gonzo journalism novel about a drug-fueled trip to Las Vegas.
  • B. Fear and Loathing in Las Vegas (book)
    Fear and Loathing in Las Vegas is Hunter S. Thompson’s iconic 1971 gonzo journalism novel chronicling a drug-fueled road trip through Las Vegas that satirizes the collapse of the American Dream.
  • C. Fear and Loathing on the Campaign Trail '72
    Fear and Loathing on the Campaign Trail '72 is a landmark work of gonzo political journalism chronicling the 1972 U.S. presidential election with Hunter S. Thompson’s trademark blend of reportage, satire, and personal narrative.
  • D. The Great Intoxication
    "The Great Intoxication" is a song by the band Feelings, likely characterized by emotionally charged lyrics and a vivid, immersive atmosphere.
  • E. That Yellow Bastard
    That Yellow Bastard is a neo-noir crime thriller segment of Frank Miller’s Sin City, centered on an aging cop’s final battle to save a young woman from a grotesquely deformed serial predator.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.