Triple

T3495404
Position Surface form Disambiguated ID Type / Status
Subject Bitchin Bajas E73837 entity
Predicate collaboratedWith P435 FINISHED
Object Natural Information Society
Natural Information Society is a Chicago-based experimental music ensemble known for its hypnotic, minimalist compositions that blend jazz, drone, and global folk influences.
 E362386 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: Natural Information Society | Statement: [Bitchin Bajas, collaboratedWith, Natural Information Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natural Information Society
Context triple: [Bitchin Bajas, collaboratedWith, Natural Information Society]
  • A. Information Society
    Information Society is an American synth-pop and electronic music band best known for their late-1980s hits blending danceable beats with sci-fi and cyberpunk themes.
  • B. Information Society Project
    The Information Society Project is a research center at Yale Law School focused on studying the implications of the internet, digital technologies, and information policy for law and society.
  • C. Knowledge and Human Interests
    Knowledge and Human Interests is a seminal 1968 work of critical social theory by Jürgen Habermas that analyzes how different human interests shape the forms and purposes of knowledge.
  • D. Center for Information Technology Research in the Interest of Society and the Environment
    The Center for Information Technology Research in the Interest of Society and the Environment (CITRIS) is a University of California research institute that develops and applies information technology solutions to address pressing social and environmental challenges.
  • E. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • 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: Natural Information Society
Triple: [Bitchin Bajas, collaboratedWith, Natural Information Society]
Generated description
Natural Information Society is a Chicago-based experimental music ensemble known for its hypnotic, minimalist compositions that blend jazz, drone, and global folk influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Natural Information Society
Target entity description: Natural Information Society is a Chicago-based experimental music ensemble known for its hypnotic, minimalist compositions that blend jazz, drone, and global folk influences.
  • A. Information Society
    Information Society is an American synth-pop and electronic music band best known for their late-1980s hits blending danceable beats with sci-fi and cyberpunk themes.
  • B. Information Society Project
    The Information Society Project is a research center at Yale Law School focused on studying the implications of the internet, digital technologies, and information policy for law and society.
  • C. Knowledge and Human Interests
    Knowledge and Human Interests is a seminal 1968 work of critical social theory by Jürgen Habermas that analyzes how different human interests shape the forms and purposes of knowledge.
  • D. Center for Information Technology Research in the Interest of Society and the Environment
    The Center for Information Technology Research in the Interest of Society and the Environment (CITRIS) is a University of California research institute that develops and applies information technology solutions to address pressing social and environmental challenges.
  • E. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbb06fd08190b6c1fadfce4148f0 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373c5e1248190a4c42805fb9363f0 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37442228c8190bc45782becd0642c completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374bd5cdc81908a924a9f8b641a8d completed March 13, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:18 p.m.