Triple

T13776478
Position Surface form Disambiguated ID Type / Status
Subject Little Mix E331018 entity
Predicate notableSong P4 FINISHED
Object Shout Out to My Ex
"Shout Out to My Ex" is a 2016 breakup anthem by British girl group Little Mix, known for its empowering lyrics and chart-topping success.
E1059761 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 Out to My Ex | Statement: [Little Mix, notableSong, Shout Out to My Ex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shout Out to My Ex
Context triple: [Little Mix, notableSong, Shout Out to My Ex]
  • A. 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.
  • B. 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.
  • C. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • D. 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.
  • E. Up Out My Face
    "Up Out My Face" is a sassy, uptempo R&B-pop song by Mariah Carey known for its breakup theme and playful, assertive lyrics.
  • 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 Out to My Ex
Triple: [Little Mix, notableSong, Shout Out to My Ex]
Generated description
"Shout Out to My Ex" is a 2016 breakup anthem by British girl group Little Mix, known for its empowering lyrics and chart-topping success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shout Out to My Ex
Target entity description: "Shout Out to My Ex" is a 2016 breakup anthem by British girl group Little Mix, known for its empowering lyrics and chart-topping success.
  • A. 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.
  • B. 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.
  • C. Shout
    "Shout" is a classic 1959 rhythm and blues song by The Isley Brothers that became an enduring party anthem and pop culture staple.
  • D. 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.
  • E. Up Out My Face
    "Up Out My Face" is a sassy, uptempo R&B-pop song by Mariah Carey known for its breakup theme and playful, assertive lyrics.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0238bdbc8190a946e6e5431632a5 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a86c9ff88190a2e4f6aa907f2eba completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a968c3508190b1a86accb71b34cf completed May 3, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa2f696081908f48d44bf7271abc completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:10 p.m.