Triple

T5292563
Position Surface form Disambiguated ID Type / Status
Subject Stephen King bibliography E119774 entity
Predicate containsWork P2011 FINISHED
Object Needful Things
Needful Things is a horror novel by Stephen King about a sinister shop in a small Maine town whose mysterious proprietor trades cursed items for escalating acts of violence.
E507768 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: Needful Things | Statement: [Stephen King bibliography, containsWork, Needful Things]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Needful Things
Context triple: [Stephen King bibliography, containsWork, Needful Things]
  • A. The Yawning Grave
    "The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged sound.
  • B. The Ritual
    The Ritual is a British horror film, based on Adam Nevill’s novel, about a group of friends who encounter a sinister presence while hiking in a remote Scandinavian forest.
  • C. The Menacing Mist
    "The Menacing Mist" is an episode title from the 1939 science-fiction movie serial *The Phantom Creeps*, which starred Bela Lugosi as a mad scientist.
  • D. The Haunted
    The Haunted is a Swedish metal band known for blending thrash and melodic death metal elements into an aggressive, modern sound.
  • E. Jerusalem's Lot
    "Jerusalem's Lot" is a horror short story by Stephen King, set in a cursed, abandoned town that serves as a prequel to his novel "'Salem's Lot."
  • 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: Needful Things
Triple: [Stephen King bibliography, containsWork, Needful Things]
Generated description
Needful Things is a horror novel by Stephen King about a sinister shop in a small Maine town whose mysterious proprietor trades cursed items for escalating acts of violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Needful Things
Target entity description: Needful Things is a horror novel by Stephen King about a sinister shop in a small Maine town whose mysterious proprietor trades cursed items for escalating acts of violence.
  • A. The Yawning Grave
    "The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged sound.
  • B. The Ritual
    The Ritual is a British horror film, based on Adam Nevill’s novel, about a group of friends who encounter a sinister presence while hiking in a remote Scandinavian forest.
  • C. The Menacing Mist
    "The Menacing Mist" is an episode title from the 1939 science-fiction movie serial *The Phantom Creeps*, which starred Bela Lugosi as a mad scientist.
  • D. The Haunted
    The Haunted is a Swedish metal band known for blending thrash and melodic death metal elements into an aggressive, modern sound.
  • E. Jerusalem's Lot
    "Jerusalem's Lot" is a horror short story by Stephen King, set in a cursed, abandoned town that serves as a prequel to his novel "'Salem's Lot."
  • 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84eec0c081908da5fad1b1fff9d6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f3c7508190be98e08cef130a4d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf07f9ef048190a5f726c1e603ccc9 completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf08a498288190bbb8cb0f407ef896 completed March 21, 2026, 9:07 p.m.
Created at: March 20, 2026, 1:52 p.m.