Triple

T8038120
Position Surface form Disambiguated ID Type / Status
Subject Joe Gayton E187164 entity
Predicate notableWork P4 FINISHED
Object 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.
 E708644 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: Shout | Statement: [Joe Gayton, notableWork, Shout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shout
Context triple: [Joe Gayton, notableWork, Shout]
  • A. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • B. Shouts
    "Shouts" is a track from J Dilla's posthumous album *Ruff Draft*, showcasing his distinctive experimental hip-hop production style.
  • C. Shout It Out
    Shout It Out is a pop-rock studio album by American band Hanson, known for its upbeat, soulful sound and horn-driven arrangements.
  • D. Shout It Out Loud
    "Shout It Out Loud" is a high-energy hard rock anthem by the American band Kiss, celebrated as one of their signature crowd-pleasing songs.
  • E. Yell
    Yell is one of the larger inhabited islands in the Shetland archipelago of Scotland, known for its rugged coastline, wildlife, and remote rural communities.
  • 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: Shout
Triple: [Joe Gayton, notableWork, Shout]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shout
Target entity description: 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.
  • A. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • B. Shouts
    "Shouts" is a track from J Dilla's posthumous album *Ruff Draft*, showcasing his distinctive experimental hip-hop production style.
  • C. Shout It Out
    Shout It Out is a pop-rock studio album by American band Hanson, known for its upbeat, soulful sound and horn-driven arrangements.
  • D. Shout It Out Loud
    "Shout It Out Loud" is a high-energy hard rock anthem by the American band Kiss, celebrated as one of their signature crowd-pleasing songs.
  • E. Yell
    Yell is one of the larger inhabited islands in the Shetland archipelago of Scotland, known for its rugged coastline, wildlife, and remote rural communities.
  • 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_69ca82ae2d1081909dbfee42b41db419 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f19a6b4819085e2887fb0c54d08 completed March 31, 2026, 3:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc570090a48190b84ba8325563148e completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58edb31881909b6efd2fbbc2480e completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc2f71081909cb7c0c245368edb completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:23 p.m.