Triple

T871497
Position Surface form Disambiguated ID Type / Status
Subject The Shape of Things to Come E18822 entity
Predicate influencedWork P1994 FINISHED
Object Things to Come
Things to Come is a 1936 British science fiction film, based on H. G. Wells’s ideas, that portrays a sweeping future history of war, societal collapse, and utopian reconstruction.
E18822 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: Things to Come | Statement: [The Shape of Things to Come, influencedWork, Things to Come]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Things to Come
Context triple: [The Shape of Things to Come, influencedWork, Things to Come]
  • A. The Shape of Things to Come
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. A Hundred Years Hence
    "A Hundred Years Hence" is a song featured within the collection known as Harrow Songs.
  • E. The Undiscovered Country
    The Undiscovered Country is an 1880 novel by American realist author William Dean Howells that explores spiritualism, social life, and moral dilemmas in post–Civil War New England.
  • 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: Things to Come
Triple: [The Shape of Things to Come, influencedWork, Things to Come]
Generated description
Things to Come is a 1936 British science fiction film, based on H. G. Wells’s ideas, that portrays a sweeping future history of war, societal collapse, and utopian reconstruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Things to Come
Target entity description: Things to Come is a 1936 British science fiction film, based on H. G. Wells’s ideas, that portrays a sweeping future history of war, societal collapse, and utopian reconstruction.
  • A. The Shape of Things to Come chosen
    The Shape of Things to Come is a 1933 science fiction novel by H. G. Wells that presents a speculative future history of the world, exploring global war, social collapse, and the eventual rise of a rational, technocratic world state.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • D. A Hundred Years Hence
    "A Hundred Years Hence" is a song featured within the collection known as Harrow Songs.
  • E. The Undiscovered Country
    The Undiscovered Country is an 1880 novel by American realist author William Dean Howells that explores spiritualism, social life, and moral dilemmas in post–Civil War New England.
  • F. None of above.

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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac96850881908a2d776685126137 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b84dcf748190b20372fdc48d6766 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b96c96e081909a126b182782ae6d completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba44b79c8190b0ce8a430fe928e5 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.