Triple

T18153645
Position Surface form Disambiguated ID Type / Status
Subject Nick Mundy E434570 entity
Predicate notableWork P4 FINISHED
Object What Comes Naturally
"What Comes Naturally" is a pop song by American singer Nick Mundy, best known as his signature hit from the late 1980s.
 E1329371 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: What Comes Naturally | Statement: [Nick Mundy, notableWork, What Comes Naturally]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What Comes Naturally
Context triple: [Nick Mundy, notableWork, What Comes Naturally]
  • A. What Comes Naturally
    "What Comes Naturally" is a 1991 pop album by Scottish singer Sheena Easton that features a more contemporary dance-pop and R&B-influenced sound.
  • B. It Just Comes Natural
    "It Just Comes Natural" is a 2006 studio album by American country music singer George Strait, featuring traditional country sounds and several hit singles.
  • C. Doin’ What Comes Natur’lly
    "Doin’ What Comes Natur’lly" is a humorous song from the 1946 Irving Berlin musical *Annie Get Your Gun*, celebrating unpretentious common sense over formal education.
  • D. Be Natural
    "Be Natural" is a song by the Welsh alternative rock band Manic Street Preachers, featured on their 1998 album *This Is My Truth Tell Me Yours*.
  • E. Mr. Natural
    Mr. Natural is a 1974 studio album by the Bee Gees that marked a stylistic transition toward the pop and disco sound that would soon define their late-1970s success.
  • 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: What Comes Naturally
Triple: [Nick Mundy, notableWork, What Comes Naturally]
Generated description
"What Comes Naturally" is a pop song by American singer Nick Mundy, best known as his signature hit from the late 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What Comes Naturally
Target entity description: "What Comes Naturally" is a pop song by American singer Nick Mundy, best known as his signature hit from the late 1980s.
  • A. What Comes Naturally
    "What Comes Naturally" is a 1991 pop album by Scottish singer Sheena Easton that features a more contemporary dance-pop and R&B-influenced sound.
  • B. It Just Comes Natural
    "It Just Comes Natural" is a 2006 studio album by American country music singer George Strait, featuring traditional country sounds and several hit singles.
  • C. Doin’ What Comes Natur’lly
    "Doin’ What Comes Natur’lly" is a humorous song from the 1946 Irving Berlin musical *Annie Get Your Gun*, celebrating unpretentious common sense over formal education.
  • D. Be Natural
    "Be Natural" is a song by the Welsh alternative rock band Manic Street Preachers, featured on their 1998 album *This Is My Truth Tell Me Yours*.
  • E. Mr. Natural
    Mr. Natural is a 1974 studio album by the Bee Gees that marked a stylistic transition toward the pop and disco sound that would soon define their late-1970s success.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de3a99c081908e9615072e62b02f completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049159cbe081908872d559d3fa57a7 completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a049275f2c08190b9be34f87b05841a completed May 13, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0492fb82348190a3639ca54ac6f014 completed May 13, 2026, 3:04 p.m.
Created at: April 10, 2026, 10:30 a.m.