Triple

T11344346
Position Surface form Disambiguated ID Type / Status
Subject RJD2 E268678 entity
Predicate notableWork P4 FINISHED
Object Things Are Looking Up
"Things Are Looking Up" is a track by American producer and DJ RJD2, known for his sample-rich, genre-blending instrumental hip-hop style.
 E920654 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: Things Are Looking Up | Statement: [RJD2, notableWork, Things Are Looking Up]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Things Are Looking Up
Context triple: [RJD2, notableWork, Things Are Looking Up]
  • A. Things Are Looking Up
    "Things Are Looking Up" is a popular song by George and Ira Gershwin, introduced by Fred Astaire in the 1937 film musical *A Damsel in Distress*.
  • B. Ever Upward
    Ever Upward is the official English motto of the U.S. state of New York, expressing a spirit of continual progress and aspiration.
  • C. Get Up on It
    "Get Up on It" is an R&B album by American singer Keith Sweat, known for its smooth slow jams and new jack swing-influenced production from the mid-1990s.
  • D. What Goes Up
    "What Goes Up" is a science fiction short story by Arthur C. Clarke, included in his humorous bar-story collection *Tales from the White Hart*.
  • E. Cheer Up
    "Cheer Up" is a bright, upbeat K-pop song by South Korean girl group Twice that became one of their breakout hits and popularized the catchphrase "shy shy shy."
  • 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: Things Are Looking Up
Triple: [RJD2, notableWork, Things Are Looking Up]
Generated description
"Things Are Looking Up" is a track by American producer and DJ RJD2, known for his sample-rich, genre-blending instrumental hip-hop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Things Are Looking Up
Target entity description: "Things Are Looking Up" is a track by American producer and DJ RJD2, known for his sample-rich, genre-blending instrumental hip-hop style.
  • A. Things Are Looking Up
    "Things Are Looking Up" is a popular song by George and Ira Gershwin, introduced by Fred Astaire in the 1937 film musical *A Damsel in Distress*.
  • B. Ever Upward
    Ever Upward is the official English motto of the U.S. state of New York, expressing a spirit of continual progress and aspiration.
  • C. Get Up on It
    "Get Up on It" is an R&B album by American singer Keith Sweat, known for its smooth slow jams and new jack swing-influenced production from the mid-1990s.
  • D. What Goes Up
    "What Goes Up" is a science fiction short story by Arthur C. Clarke, included in his humorous bar-story collection *Tales from the White Hart*.
  • E. Cheer Up
    "Cheer Up" is a bright, upbeat K-pop song by South Korean girl group Twice that became one of their breakout hits and popularized the catchphrase "shy shy shy."
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1f9574819089760c5b5908f09e completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5436e9d848190a7e585351d24df03 completed April 19, 2026, 9:04 p.m.
NEDg Description generation batch_69e5474aad3481909c1afb385cb5889b completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54edb9ac08190a760de11857e791c completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.