Triple

T12671912
Position Surface form Disambiguated ID Type / Status
Subject Lovin’ Pretty Women E302704 entity
Predicate hasTrack P3284 FINISHED
Object Ain’t No Way of Knowin’
"Ain’t No Way of Knowin’" is a song featured on the album "Lovin’ Pretty Women," likely within the country or Americana music genre.
E998871 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: Ain’t No Way of Knowin’ | Statement: [Lovin’ Pretty Women, hasTrack, Ain’t No Way of Knowin’]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ain’t No Way of Knowin’
Context triple: [Lovin’ Pretty Women, hasTrack, Ain’t No Way of Knowin’]
  • A. No One Knows
    "No One Knows" is a hit rock single by Queens of the Stone Age, known for its driving riff, enigmatic lyrics, and prominence on their breakthrough album "Songs for the Deaf."
  • B. The Only Way I Know
    "The Only Way I Know" is Cal Ripken Jr.'s autobiographical book reflecting on his baseball career, work ethic, and the principles behind his famed Iron Man streak.
  • C. Nobody Knows You
    "Nobody Knows You" is a Grammy-winning bluegrass album by the Steep Canyon Rangers that showcases their contemporary take on traditional string-band music.
  • D. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • E. They Don't Know
    "They Don't Know" is a 1983 pop song, originally written by Kirsty MacColl, that became widely known through Tracey Ullman's hit cover version.
  • 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: Ain’t No Way of Knowin’
Triple: [Lovin’ Pretty Women, hasTrack, Ain’t No Way of Knowin’]
Generated description
"Ain’t No Way of Knowin’" is a song featured on the album "Lovin’ Pretty Women," likely within the country or Americana music genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ain’t No Way of Knowin’
Target entity description: "Ain’t No Way of Knowin’" is a song featured on the album "Lovin’ Pretty Women," likely within the country or Americana music genre.
  • A. No One Knows
    "No One Knows" is a hit rock single by Queens of the Stone Age, known for its driving riff, enigmatic lyrics, and prominence on their breakthrough album "Songs for the Deaf."
  • B. The Only Way I Know
    "The Only Way I Know" is Cal Ripken Jr.'s autobiographical book reflecting on his baseball career, work ethic, and the principles behind his famed Iron Man streak.
  • C. Nobody Knows You
    "Nobody Knows You" is a Grammy-winning bluegrass album by the Steep Canyon Rangers that showcases their contemporary take on traditional string-band music.
  • D. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • E. They Don't Know
    "They Don't Know" is a 1983 pop song, originally written by Kirsty MacColl, that became widely known through Tracey Ullman's hit cover version.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ae493481908f82e0d05dce20bd completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719fb8bc8190b581a7fcfb252404 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6751f79148190a1735abf489fd106 completed May 2, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:20 p.m.