Triple

T18270418
Position Surface form Disambiguated ID Type / Status
Subject Richard Marx E437593 entity
Predicate notableWork P4 FINISHED
Object Keep Coming Back
"Keep Coming Back" is a 1991 soft rock ballad by American singer-songwriter Richard Marx, known for its soulful style and prominent saxophone accompaniment.
 E1315056 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: Keep Coming Back | Statement: [Richard Marx, notableWork, Keep Coming Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keep Coming Back
Context triple: [Richard Marx, notableWork, Keep Coming Back]
  • A. Keep Coming Back
    "Keep Coming Back" is a song by American rock band Toad the Wet Sprocket from their 1991 album "Fear."
  • B. Coming Back Again
    "Coming Back Again" is a song by American country music artist Jason Aldean from his album "Mechanical Bull."
  • C. Comeback
    "Comeback" is a pop song by the Jonas Brothers from their 2019 reunion album "Happiness Begins."
  • D. I’m Coming Back
    "I’m Coming Back" is a song featured on the album "Soulfire," likely reflecting the record’s soulful, rock-infused style and themes of return or renewal.
  • E. Come Again
    "Come Again" is a song by the American glam metal band Poison, featured on one of their studio albums.
  • 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: Keep Coming Back
Triple: [Richard Marx, notableWork, Keep Coming Back]
Generated description
"Keep Coming Back" is a 1991 soft rock ballad by American singer-songwriter Richard Marx, known for its soulful style and prominent saxophone accompaniment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keep Coming Back
Target entity description: "Keep Coming Back" is a 1991 soft rock ballad by American singer-songwriter Richard Marx, known for its soulful style and prominent saxophone accompaniment.
  • A. Keep Coming Back
    "Keep Coming Back" is a song by American rock band Toad the Wet Sprocket from their 1991 album "Fear."
  • B. Coming Back Again
    "Coming Back Again" is a song by American country music artist Jason Aldean from his album "Mechanical Bull."
  • C. Comeback
    "Comeback" is a pop song by the Jonas Brothers from their 2019 reunion album "Happiness Begins."
  • D. I’m Coming Back
    "I’m Coming Back" is a song featured on the album "Soulfire," likely reflecting the record’s soulful, rock-infused style and themes of return or renewal.
  • E. Come Again
    "Come Again" is a song by the American glam metal band Poison, featured on one of their studio albums.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7d4f88819084123ed6c9e7e5b8 completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3fa5e4481908cf404f23b48b64d completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4bb6ae48190a68c2a3314f0d3ba completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b56958a0819088613a9726c71819 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:34 a.m.