Triple

T17365207
Position Surface form Disambiguated ID Type / Status
Subject Guided by Voices E422172 entity
Predicate notableSong P4 FINISHED
Object Hot Freaks
"Hot Freaks" is a lo-fi indie rock song by Guided by Voices, known for its surreal lyrics and raw, energetic sound on their acclaimed album "Bee Thousand."
 E1265156 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: Hot Freaks | Statement: [Guided by Voices, notableSong, Hot Freaks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hot Freaks
Context triple: [Guided by Voices, notableSong, Hot Freaks]
  • A. Sweet Freaks
    "Sweet Freaks" is a 2014 studio album by British acid jazz and funk band The Brand New Heavies, showcasing their signature blend of soulful grooves and upbeat, danceable tracks.
  • B. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • C. Hot Stuff
    "Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
  • D. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • E. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • 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: Hot Freaks
Triple: [Guided by Voices, notableSong, Hot Freaks]
Generated description
"Hot Freaks" is a lo-fi indie rock song by Guided by Voices, known for its surreal lyrics and raw, energetic sound on their acclaimed album "Bee Thousand."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hot Freaks
Target entity description: "Hot Freaks" is a lo-fi indie rock song by Guided by Voices, known for its surreal lyrics and raw, energetic sound on their acclaimed album "Bee Thousand."
  • A. Sweet Freaks
    "Sweet Freaks" is a 2014 studio album by British acid jazz and funk band The Brand New Heavies, showcasing their signature blend of soulful grooves and upbeat, danceable tracks.
  • B. Hot Stuff
    "Hot Stuff" is a 1979 disco hit by Donna Summer that blends dance rhythms with rock influences and became one of her signature songs.
  • C. Hot Stuff
    "Hot Stuff" is a song featured on the album "Come an’ Get It," likely a rock or pop track known for its energetic, catchy style.
  • D. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • E. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a5016508190b0020471c9567065 completed April 19, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019564d2c0819095337b6e769d9ff5 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a019b7ab6bc8190843e2c6c7f2007d7 completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c53d8b0819083f380693943f881 completed May 11, 2026, 9:07 a.m.
Created at: April 10, 2026, 5:44 a.m.