Triple

T19715661
Position Surface form Disambiguated ID Type / Status
Subject David Frizzell E473469 entity
Predicate notableWork P4 FINISHED
Object Ain’t No Way to Treat a Lady
"Ain’t No Way to Treat a Lady" is a country song recorded by American singer David Frizzell, known for its classic honky-tonk style and emotionally charged lyrics about heartbreak and respect in relationships.
 E1391129 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 to Treat a Lady | Statement: [David Frizzell, notableWork, Ain’t No Way to Treat a Lady]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain’t No Way to Treat a Lady
Context triple: [David Frizzell, notableWork, Ain’t No Way to Treat a Lady]
  • A. No Way to Treat a Lady
    No Way to Treat a Lady is a 1968 darkly comic thriller film in which Rod Steiger plays a serial killer who taunts a New York City detective while adopting multiple disguises.
  • B. Treat Her Like a Lady
    "Treat Her Like a Lady" is a 1984 R&B hit song performed by The Temptations, featuring Ali-Ollie Woodson as lead vocalist and helping to revitalize the group's career.
  • C. Treat Her Like a Lady
    "Treat Her Like a Lady" is a mid-1990s reggae-fusion/R&B song by Jamaican singer Diana King that became one of her signature international hits.
  • D. Treat Her Like a Lady
    "Treat Her Like a Lady" is a pop ballad recorded by Celine Dion, featured on her 1997 album "Let's Talk About Love."
  • E. Ain't No Woman (Like the One I've Got)
    "Ain't No Woman (Like the One I've Got)" is a classic 1973 soul and R&B hit best known as one of the signature songs of the Four Tops.
  • 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 to Treat a Lady
Triple: [David Frizzell, notableWork, Ain’t No Way to Treat a Lady]
Generated description
"Ain’t No Way to Treat a Lady" is a country song recorded by American singer David Frizzell, known for its classic honky-tonk style and emotionally charged lyrics about heartbreak and respect in relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain’t No Way to Treat a Lady
Target entity description: "Ain’t No Way to Treat a Lady" is a country song recorded by American singer David Frizzell, known for its classic honky-tonk style and emotionally charged lyrics about heartbreak and respect in relationships.
  • A. No Way to Treat a Lady
    No Way to Treat a Lady is a 1968 darkly comic thriller film in which Rod Steiger plays a serial killer who taunts a New York City detective while adopting multiple disguises.
  • B. Treat Her Like a Lady
    "Treat Her Like a Lady" is a 1984 R&B hit song performed by The Temptations, featuring Ali-Ollie Woodson as lead vocalist and helping to revitalize the group's career.
  • C. Treat Her Like a Lady
    "Treat Her Like a Lady" is a pop ballad recorded by Celine Dion, featured on her 1997 album "Let's Talk About Love."
  • D. Treat Her Like a Lady
    "Treat Her Like a Lady" is a mid-1990s reggae-fusion/R&B song by Jamaican singer Diana King that became one of her signature international hits.
  • E. Ain't No Woman (Like the One I've Got)
    "Ain't No Woman (Like the One I've Got)" is a classic 1973 soul and R&B hit best known as one of the signature songs of the Four Tops.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6440cb47c81908124dfbd6f781d23 completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07aba36954819085e53a67388086ab completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07ae091db48190a68d7744860bcb0e completed May 15, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_6a07aed8393481908f2bc48a3efc599a completed May 15, 2026, 11:40 p.m.
Created at: April 10, 2026, 1:46 p.m.