Triple

T18109465
Position Surface form Disambiguated ID Type / Status
Subject Frou Frou E433433 entity
Predicate song P20452 FINISHED
Object Hear Me Out — NE NERFINISHED

How this triple was built (3 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: Hear Me Out | Statement: [Frou Frou, song, Hear Me Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hear Me Out
Context triple: [Frou Frou, song, Hear Me Out]
  • A. Hear Me Out
    "Hear Me Out" is a pop-rock album by Dutch singer-songwriter Roel van Velzen that helped establish his mainstream success in the Netherlands.
  • B. Hear Me Now
    "Hear Me Now" is a popular electronic dance music track by Brazilian DJ and producer Bruno Martini, known for its catchy melody and international chart success.
  • C. Hear Me Clearly
    "Hear Me Clearly" is a hard-hitting rap track by Pusha T known for its gritty lyricism and minimalist, menacing production.
  • D. Make Them Hear You
    "Make Them Hear You" is a powerful, politically charged anthem from the musical *Ragtime* that urges oppressed people to demand justice through their voices and actions.
  • E. Here to Hear
    "Here to Hear" is a late-1980s studio album by British rock band Wishbone Ash that marked a partial return to their classic twin-guitar sound.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hear Me Out
Target entity description: "Hear Me Out" is a track by the British electronic duo Frou Frou, known for their atmospheric production and Imogen Heap’s distinctive vocals.
  • A. Hear Me Out
    "Hear Me Out" is a pop-rock album by Dutch singer-songwriter Roel van Velzen that helped establish his mainstream success in the Netherlands.
  • B. Hear Me Now
    "Hear Me Now" is a popular electronic dance music track by Brazilian DJ and producer Bruno Martini, known for its catchy melody and international chart success.
  • C. Hear Me Clearly
    "Hear Me Clearly" is a hard-hitting rap track by Pusha T known for its gritty lyricism and minimalist, menacing production.
  • D. Make Them Hear You
    "Make Them Hear You" is a powerful, politically charged anthem from the musical *Ragtime* that urges oppressed people to demand justice through their voices and actions.
  • E. Here to Hear
    "Here to Hear" is a late-1980s studio album by British rock band Wishbone Ash that marked a partial return to their classic twin-guitar sound.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 10, 2026, 10:28 a.m.