Triple

T20654309
Position Surface form Disambiguated ID Type / Status
Subject American Hi-Fi E507580 entity
Predicate album P1995 FINISHED
Object Fight the Frequency
Fight the Frequency is a rock album by American Hi-Fi that showcases the band's melodic punk-influenced alternative rock sound.
E1443280 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: Fight the Frequency | Statement: [American Hi-Fi, album, Fight the Frequency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fight the Frequency
Context triple: [American Hi-Fi, album, Fight the Frequency]
  • A. Kill The Noise
    Kill The Noise is an American electronic music producer and DJ known for his heavy bass-driven sound and collaborations across dubstep, electro house, and drum and bass.
  • B. Stand and Fight
    "Stand and Fight" is a song by James Taylor from his 1981 studio album "Dad Loves His Work."
  • C. The Fight Is On
    The Fight Is On is a blues-rock album by American guitarist and singer Popa Chubby, showcasing his gritty vocals and fiery electric guitar style.
  • D. The Rhythm
    "The Rhythm" is a song by British singer-songwriter and producer MNEK (Uzoechi Emenike), showcasing his signature blend of pop and R&B.
  • E. Freak Flag
    "Freak Flag" is an empowering ensemble song from Shrek the Musical in which the fairy-tale characters celebrate their uniqueness and refuse to hide who they are.
  • 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: Fight the Frequency
Triple: [American Hi-Fi, album, Fight the Frequency]
Generated description
Fight the Frequency is a rock album by American Hi-Fi that showcases the band's melodic punk-influenced alternative rock sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fight the Frequency
Target entity description: Fight the Frequency is a rock album by American Hi-Fi that showcases the band's melodic punk-influenced alternative rock sound.
  • A. Kill The Noise
    Kill The Noise is an American electronic music producer and DJ known for his heavy bass-driven sound and collaborations across dubstep, electro house, and drum and bass.
  • B. Stand and Fight
    "Stand and Fight" is a song by James Taylor from his 1981 studio album "Dad Loves His Work."
  • C. The Fight Is On
    The Fight Is On is a blues-rock album by American guitarist and singer Popa Chubby, showcasing his gritty vocals and fiery electric guitar style.
  • D. The Rhythm
    "The Rhythm" is a song by British singer-songwriter and producer MNEK (Uzoechi Emenike), showcasing his signature blend of pop and R&B.
  • E. Freak Flag
    "Freak Flag" is an empowering ensemble song from Shrek the Musical in which the fairy-tale characters celebrate their uniqueness and refuse to hide who they are.
  • 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_69e0b4bf58c081908e52a4500e03ff83 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2ec90e881909250884483429acf completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c5978a3881908ec69d554791a6ce completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6b3abf881909c9cb0e6ec85b84f completed May 16, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_6a08c778429081909235b628ba07d574 completed May 16, 2026, 7:37 p.m.
Created at: April 16, 2026, 11:43 a.m.