Triple

T2420430
Position Surface form Disambiguated ID Type / Status
Subject Frederick Austerlitz E53404 entity
Predicate notableWork P4 FINISHED
Object Stop Flirting
"Stop Flirting" is a 1920s stage musical comedy associated with early-career work by Fred Astaire (born Frederick Austerlitz), featuring lighthearted romantic themes and dance-focused entertainment.
 E266633 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: Stop Flirting | Statement: [Frederick Austerlitz, notableWork, Stop Flirting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stop Flirting
Context triple: [Frederick Austerlitz, notableWork, Stop Flirting]
  • A. Try and Stop Me
    Try and Stop Me is a bestselling 1944 humor and anecdote collection by American publisher and writer Bennett Cerf.
  • B. No Way to Stop It
    "No Way to Stop It" is a song from the Rodgers and Hammerstein musical "The Sound of Music," known for its cynical, conversational take on political inevitability.
  • C. No Manners
    "No Manners" is a song by American singer Teyana Taylor from her 2018 R&B album "K.T.S.E."
  • D. Tell Me No
    "Tell Me No" is a song by American singer Whitney Houston from her 2002 studio album "Just Whitney."
  • E. Stop the Fussing and Fighting
    "Stop the Fussing and Fighting" is a roots reggae track by the British band Culture, known for its socially conscious lyrics and classic late-1970s reggae sound.
  • 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: Stop Flirting
Triple: [Frederick Austerlitz, notableWork, Stop Flirting]
Generated description
"Stop Flirting" is a 1920s stage musical comedy associated with early-career work by Fred Astaire (born Frederick Austerlitz), featuring lighthearted romantic themes and dance-focused entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stop Flirting
Target entity description: "Stop Flirting" is a 1920s stage musical comedy associated with early-career work by Fred Astaire (born Frederick Austerlitz), featuring lighthearted romantic themes and dance-focused entertainment.
  • A. Try and Stop Me
    Try and Stop Me is a bestselling 1944 humor and anecdote collection by American publisher and writer Bennett Cerf.
  • B. No Way to Stop It
    "No Way to Stop It" is a song from the Rodgers and Hammerstein musical "The Sound of Music," known for its cynical, conversational take on political inevitability.
  • C. No Manners
    "No Manners" is a song by American singer Teyana Taylor from her 2018 R&B album "K.T.S.E."
  • D. Tell Me No
    "Tell Me No" is a song by American singer Whitney Houston from her 2002 studio album "Just Whitney."
  • E. Stop the Fussing and Fighting
    "Stop the Fussing and Fighting" is a roots reggae track by the British band Culture, known for its socially conscious lyrics and classic late-1970s reggae sound.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc96f97e08190978b2d873ab88859 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf57b0708190bf4d38c51e02309f completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec495e4e88190a1b9929161aba193 completed March 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69aec570ec88819089a2afc42aec1088 completed March 9, 2026, 1:04 p.m.
Created at: March 6, 2026, 9:42 p.m.