Triple

T18126389
Position Surface form Disambiguated ID Type / Status
Subject Jeff McIlwain E433885 entity
Predicate notableWork P4 FINISHED
Object Language Barrier
"Language Barrier" is an electronic music album by producer Jeff McIlwain, known for its atmospheric sound design and intricate, genre-blending compositions.
E1308654 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: Language Barrier | Statement: [Jeff McIlwain, notableWork, Language Barrier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Language Barrier
Context triple: [Jeff McIlwain, notableWork, Language Barrier]
  • A. Communication Problems
    "Communication Problems" is a celebrated episode of the British sitcom *Fawlty Towers*, known for its farcical misunderstandings involving a hard-of-hearing guest and Basil Fawlty’s increasingly desperate attempts to hide his misdeeds.
  • B. Language
    Language is a leading peer-reviewed linguistics journal known for publishing influential research and critical reviews in the field, including Noam Chomsky’s landmark 1959 critique of behaviorist theories.
  • C. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • D. Language Center
    Language Center is an academic institute at Yarmouk University dedicated to teaching and promoting foreign languages and supporting language-related research and training.
  • E. Language of the World
    Language of the World is a mystical or philosophical concept referring to a universal mode of communication that expresses the underlying essence or soul of reality.
  • 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: Language Barrier
Triple: [Jeff McIlwain, notableWork, Language Barrier]
Generated description
"Language Barrier" is an electronic music album by producer Jeff McIlwain, known for its atmospheric sound design and intricate, genre-blending compositions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Language Barrier
Target entity description: "Language Barrier" is an electronic music album by producer Jeff McIlwain, known for its atmospheric sound design and intricate, genre-blending compositions.
  • A. Communication Problems
    "Communication Problems" is a celebrated episode of the British sitcom *Fawlty Towers*, known for its farcical misunderstandings involving a hard-of-hearing guest and Basil Fawlty’s increasingly desperate attempts to hide his misdeeds.
  • B. Language
    Language is a leading peer-reviewed linguistics journal known for publishing influential research and critical reviews in the field, including Noam Chomsky’s landmark 1959 critique of behaviorist theories.
  • C. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • D. Language Center
    Language Center is an academic institute at Yarmouk University dedicated to teaching and promoting foreign languages and supporting language-related research and training.
  • E. Language of the World
    Language of the World is a mystical or philosophical concept referring to a universal mode of communication that expresses the underlying essence or soul of reality.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddee1efc8190b04324b98de5c9d0 completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03854215a4819091a6da976cfc7ec7 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a0386d2bab48190b20513b48eb0e222 completed May 12, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_6a0387425c1c81908f1b178199eafab6 completed May 12, 2026, 8:02 p.m.
Created at: April 10, 2026, 10:29 a.m.