Triple

T4106173
Position Surface form Disambiguated ID Type / Status
Subject The Ice Storm E88454 entity
Predicate productionCompany P490 FINISHED
Object Good Machine
Good Machine was an influential independent film production company known for backing acclaimed American art-house and international films in the 1990s.
 E412287 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: Good Machine | Statement: [The Ice Storm, productionCompany, Good Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Machine
Context triple: [The Ice Storm, productionCompany, Good Machine]
  • A. Bone Machine
    "Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
  • B. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • C. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • D. Dream Machines
    Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
  • E. The Love Machine
    The Love Machine is a 1971 American satirical drama film, based on Jacqueline Susann’s novel, about an ambitious and amoral television executive whose ruthless rise in the industry leads to personal and professional ruin.
  • 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: Good Machine
Triple: [The Ice Storm, productionCompany, Good Machine]
Generated description
Good Machine was an influential independent film production company known for backing acclaimed American art-house and international films in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Good Machine
Target entity description: Good Machine was an influential independent film production company known for backing acclaimed American art-house and international films in the 1990s.
  • A. Bone Machine
    "Bone Machine" is the opening track of the Pixies' influential 1988 album *Surfer Rosa*, known for its raw sound and surreal, fragmented lyrics.
  • B. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • C. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • D. Dream Machines
    Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
  • E. The Love Machine
    The Love Machine is a 1971 American satirical drama film, based on Jacqueline Susann’s novel, about an ambitious and amoral television executive whose ruthless rise in the industry leads to personal and professional ruin.
  • 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af019c7a3c8190a503ce80e87dc3b3 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7f88948190b87242e706a488c0 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c0a3b1c81908ae4c630c6881c1c completed March 14, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69b56c94df3481908d2f4a3976fb775b completed March 14, 2026, 2:11 p.m.
Created at: March 9, 2026, 3:40 p.m.