Triple

T14081960
Position Surface form Disambiguated ID Type / Status
Subject The Ready Set E338888 entity
Predicate hasAssociatedAct P2830 FINISHED
Object NEVER SHOUT NEVER
NEVER SHOUT NEVER is an American indie pop project led by singer-songwriter Christofer Drew known for its acoustic-driven, emotionally earnest songs popular in the late 2000s and early 2010s.
 E1078412 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: NEVER SHOUT NEVER | Statement: [The Ready Set, hasAssociatedAct, NEVER SHOUT NEVER]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NEVER SHOUT NEVER
Context triple: [The Ready Set, hasAssociatedAct, NEVER SHOUT NEVER]
  • A. Shut Up and Dance
    "Shut Up and Dance" is a song by Aerosmith featured on their 1993 album *Get a Grip*.
  • B. No More
    "No More" is a song by Neil Young featured on his 1989 album *Freedom*, noted for its introspective lyrics and acoustic-driven sound.
  • C. No More
    "No More" is a pop song by Australian singer-songwriter Cassie Davis that helped establish her presence in the late-2000s music scene.
  • D. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • E. Shout
    Shout is a film written by Joe Gayton, best known as a rock-and-roll–infused drama set in the 1950s about a rebellious music teacher who transforms a small-town Texas boys’ school.
  • 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: NEVER SHOUT NEVER
Triple: [The Ready Set, hasAssociatedAct, NEVER SHOUT NEVER]
Generated description
NEVER SHOUT NEVER is an American indie pop project led by singer-songwriter Christofer Drew known for its acoustic-driven, emotionally earnest songs popular in the late 2000s and early 2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NEVER SHOUT NEVER
Target entity description: NEVER SHOUT NEVER is an American indie pop project led by singer-songwriter Christofer Drew known for its acoustic-driven, emotionally earnest songs popular in the late 2000s and early 2010s.
  • A. Shut Up and Dance
    "Shut Up and Dance" is a song by Aerosmith featured on their 1993 album *Get a Grip*.
  • B. No More
    "No More" is a song by Neil Young featured on his 1989 album *Freedom*, noted for its introspective lyrics and acoustic-driven sound.
  • C. No More
    "No More" is a pop song by Australian singer-songwriter Cassie Davis that helped establish her presence in the late-2000s music scene.
  • D. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • E. Shout
    Shout is a film written by Joe Gayton, best known as a rock-and-roll–infused drama set in the 1950s about a rebellious music teacher who transforms a small-town Texas boys’ school.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5f759c81909bfd60ab35b0937b completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6749c3c81909833a0b6ddcae3fb completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc44b8f3c8190a7dc5a98239be1a5 completed May 7, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_69fcc4d99f608190a6dddfda19bf0685 completed May 7, 2026, 4:59 p.m.
Created at: April 9, 2026, 10:21 p.m.