Triple

T9799724
Position Surface form Disambiguated ID Type / Status
Subject Kasey Chambers E237804 entity
Predicate notableWork P4 FINISHED
Object Not Pretty Enough
"Not Pretty Enough" is a hit country song by Australian singer-songwriter Kasey Chambers that brought her widespread commercial success and critical recognition.
 E821243 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: Not Pretty Enough | Statement: [Kasey Chambers, notableWork, Not Pretty Enough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Not Pretty Enough
Context triple: [Kasey Chambers, notableWork, Not Pretty Enough]
  • A. Good Enough
    "Good Enough" is a song by American R&B singer Bobby Brown, known for its smooth new jack swing style and emotive vocals.
  • B. Good Enough
    "Good Enough" is a song performed by the fictional musician Jamal Lyon on the television series Empire, showcasing his emotional vocal style and character development.
  • C. Good Enough
    "Good Enough" is a song by Canadian singer-songwriter Sarah McLachlan from her acclaimed 1993 album *Fumbling Towards Ecstasy*, noted for its emotional depth and introspective lyrics.
  • D. It’s Enough
    "It’s Enough" is a song featured on the spiritual and motivational music project "Raise Vibration."
  • E. Ain't It Pretty
    "Ain't It Pretty" is a track from Will.i.am’s pop and hip hop-influenced album "Songs About Girls."
  • 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: Not Pretty Enough
Triple: [Kasey Chambers, notableWork, Not Pretty Enough]
Generated description
"Not Pretty Enough" is a hit country song by Australian singer-songwriter Kasey Chambers that brought her widespread commercial success and critical recognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Not Pretty Enough
Target entity description: "Not Pretty Enough" is a hit country song by Australian singer-songwriter Kasey Chambers that brought her widespread commercial success and critical recognition.
  • A. Good Enough
    "Good Enough" is a song by American R&B singer Bobby Brown, known for its smooth new jack swing style and emotive vocals.
  • B. Good Enough
    "Good Enough" is a song performed by the fictional musician Jamal Lyon on the television series Empire, showcasing his emotional vocal style and character development.
  • C. Good Enough
    "Good Enough" is a song by Canadian singer-songwriter Sarah McLachlan from her acclaimed 1993 album *Fumbling Towards Ecstasy*, noted for its emotional depth and introspective lyrics.
  • D. It’s Enough
    "It’s Enough" is a song featured on the spiritual and motivational music project "Raise Vibration."
  • E. Ain't It Pretty
    "Ain't It Pretty" is a track from Will.i.am’s pop and hip hop-influenced album "Songs About Girls."
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda628fe0081909d2fbac3bd56ee84 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.