Triple

T18109464
Position Surface form Disambiguated ID Type / Status
Subject Frou Frou E433433 entity
Predicate song P20452 FINISHED
Object Shh
"Shh" is a song by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap's distinctive vocals.
 E1307158 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: Shh | Statement: [Frou Frou, song, Shh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shh
Context triple: [Frou Frou, song, Shh]
  • A. Shhh
    "Shhh" is a song by Prince, released under the name The Artist Formerly Known as Prince, known for its sensual lyrics and dynamic blend of quiet storm balladry and searing guitar work.
  • B. Hush
    "Hush" is a critically acclaimed, largely dialogue-free horror episode of *Buffy the Vampire Slayer* renowned for its eerie villains, The Gentlemen, and its inventive use of silence.
  • C. Hush
    "Hush" is a 1967 rock song written by Joe South, best known for becoming a hit through Deep Purple’s 1968 cover version.
  • D. Hush
    Hush is a song famously performed by American singer Dolores Hope, showcasing her smooth vocal style in traditional pop music.
  • E. Hush
    Hush is a major Batman comic book storyline that introduces the bandage-faced villain Hush and follows a complex conspiracy involving many of Gotham City’s key characters.
  • 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: Shh
Triple: [Frou Frou, song, Shh]
Generated description
"Shh" is a song by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap's distinctive vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shh
Target entity description: "Shh" is a song by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap's distinctive vocals.
  • A. Shhh
    "Shhh" is a song by Prince, released under the name The Artist Formerly Known as Prince, known for its sensual lyrics and dynamic blend of quiet storm balladry and searing guitar work.
  • B. Hush
    "Hush" is a critically acclaimed, largely dialogue-free horror episode of *Buffy the Vampire Slayer* renowned for its eerie villains, The Gentlemen, and its inventive use of silence.
  • C. Hush
    "Hush" is a 1967 rock song written by Joe South, best known for becoming a hit through Deep Purple’s 1968 cover version.
  • D. Hush
    Hush is a song famously performed by American singer Dolores Hope, showcasing her smooth vocal style in traditional pop music.
  • E. Hush
    Hush is a major Batman comic book storyline that introduces the bandage-faced villain Hush and follows a complex conspiracy involving many of Gotham City’s key characters.
  • 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_69d8b90916008190a1f110bd7ced5473 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddd13cb48190bff06b472e34dd0e completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c3930e0819083b2355a0af67b72 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037dc3a150819085368bcf620e8768 completed May 12, 2026, 7:21 p.m.
NED2 Entity disambiguation (via description) batch_6a037e99ae98819087afa088fb42e847 completed May 12, 2026, 7:25 p.m.
Created at: April 10, 2026, 10:28 a.m.