Triple

T10252889
Position Surface form Disambiguated ID Type / Status
Subject Ragtime E240386 entity
Predicate notableSong P4 FINISHED
Object 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.
 E854056 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: Make Them Hear You | Statement: [Ragtime, notableSong, Make Them Hear You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Make Them Hear You
Context triple: [Ragtime, notableSong, Make Them Hear You]
  • 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 Clearly
    "Hear Me Clearly" is a hard-hitting rap track by Pusha T known for its gritty lyricism and minimalist, menacing production.
  • C. 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.
  • D. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • E. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • 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: Make Them Hear You
Triple: [Ragtime, notableSong, Make Them Hear You]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Make Them Hear You
Target entity description: "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.
  • 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 Clearly
    "Hear Me Clearly" is a hard-hitting rap track by Pusha T known for its gritty lyricism and minimalist, menacing production.
  • C. 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.
  • D. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • E. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d23f106c81909c1ce20a2ffa86ea completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7c6aca08190b15e3790cad12532 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fcab0bfc8190b47bc165ef3eb15d completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d70fc3b15081908d1b67a7094c6210 completed April 9, 2026, 2:32 a.m.
Created at: April 6, 2026, 11:29 a.m.