Triple

T9114943
Position Surface form Disambiguated ID Type / Status
Subject Book of the Vishanti E218698 entity
Predicate opposedTo P437 FINISHED
Object Darkhold
The Darkhold is a powerful and malevolent grimoire of dark magic in Marvel lore, often associated with chaos, corruption, and the Elder God Chthon.
 E778818 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: Darkhold | Statement: [Book of the Vishanti, opposedTo, Darkhold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darkhold
Context triple: [Book of the Vishanti, opposedTo, Darkhold]
  • A. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • B. Dreadful Sanctuary
    Dreadful Sanctuary is a science fiction novel by Eric Frank Russell that blends mystery and paranoia in a story about a man uncovering a conspiracy that challenges the very nature of humanity and reality.
  • C. Helm of Darkness
    The Helm of Darkness is a legendary artifact from Greek mythology that grants its wearer invisibility and is closely associated with the god Hades.
  • D. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • E. Dark Shrine
    Dark Shrine is a Protoss tech structure in StarCraft II that unlocks the stealth melee unit Dark Templar and related dark psionic technologies.
  • 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: Darkhold
Triple: [Book of the Vishanti, opposedTo, Darkhold]
Generated description
The Darkhold is a powerful and malevolent grimoire of dark magic in Marvel lore, often associated with chaos, corruption, and the Elder God Chthon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darkhold
Target entity description: The Darkhold is a powerful and malevolent grimoire of dark magic in Marvel lore, often associated with chaos, corruption, and the Elder God Chthon.
  • A. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • B. Dreadful Sanctuary
    Dreadful Sanctuary is a science fiction novel by Eric Frank Russell that blends mystery and paranoia in a story about a man uncovering a conspiracy that challenges the very nature of humanity and reality.
  • C. Helm of Darkness
    The Helm of Darkness is a legendary artifact from Greek mythology that grants its wearer invisibility and is closely associated with the god Hades.
  • D. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • E. Dark Shrine
    Dark Shrine is a Protoss tech structure in StarCraft II that unlocks the stealth melee unit Dark Templar and related dark psionic technologies.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8a1340881909dc791b825e87ef2 completed April 1, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0306837c0819099cd77925df0848d completed April 3, 2026, 9:26 p.m.
NEDg Description generation batch_69d032345f948190bdcb39b18b5f569d completed April 3, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d032a9ee18819094931cfc13b8da32 completed April 3, 2026, 9:35 p.m.
Created at: March 30, 2026, 7:16 p.m.