Triple

T2831575
Position Surface form Disambiguated ID Type / Status
Subject John G. Avildsen E62248 entity
Predicate directed P7373 FINISHED
Object For Keeps?
For Keeps? is a 1988 coming-of-age comedy-drama film starring Molly Ringwald as a pregnant high school senior navigating teenage parenthood.
E302317 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: For Keeps? | Statement: [John G. Avildsen, directed, For Keeps?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: For Keeps?
Context triple: [John G. Avildsen, directed, For Keeps?]
  • A. For Forever
    "For Forever" is a central emotional ballad from the Broadway musical "Dear Evan Hansen," in which the protagonist imagines an idealized friendship to cope with loneliness and grief.
  • B. What About Us?
    "What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
  • C. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • D. If Not Now, When?
    If Not Now, When? is a historical novel by Primo Levi that follows a band of Jewish partisans fighting behind enemy lines in Eastern Europe during World War II.
  • E. Knowing Me, Knowing You
    "Knowing Me, Knowing You" is a 1977 pop song by the Swedish group ABBA, known for its melancholic lyrics about the end of a relationship and its distinctive harmonies.
  • 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: For Keeps?
Triple: [John G. Avildsen, directed, For Keeps?]
Generated description
For Keeps? is a 1988 coming-of-age comedy-drama film starring Molly Ringwald as a pregnant high school senior navigating teenage parenthood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: For Keeps?
Target entity description: For Keeps? is a 1988 coming-of-age comedy-drama film starring Molly Ringwald as a pregnant high school senior navigating teenage parenthood.
  • A. For Forever
    "For Forever" is a central emotional ballad from the Broadway musical "Dear Evan Hansen," in which the protagonist imagines an idealized friendship to cope with loneliness and grief.
  • B. What About Us?
    "What About Us?" is an R&B single by American singer Brandy, known for its edgy production and emotionally charged lyrics about relationship turmoil.
  • C. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • D. If Not Now, When?
    If Not Now, When? is a historical novel by Primo Levi that follows a band of Jewish partisans fighting behind enemy lines in Eastern Europe during World War II.
  • E. Knowing Me, Knowing You
    "Knowing Me, Knowing You" is a 1977 pop song by the Swedish group ABBA, known for its melancholic lyrics about the end of a relationship and its distinctive harmonies.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebe95188190bf65fb4cd88e2ec5 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceb771d48190a1467a6e58f756ad completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afd21bf66481909d0416cf591fc2cf completed March 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69afd28839a881909c758e2ea202242a completed March 10, 2026, 8:12 a.m.
Created at: March 6, 2026, 10:01 p.m.