Triple

T7141692
Position Surface form Disambiguated ID Type / Status
Subject David Permut E166456 entity
Predicate notableWork P4 FINISHED
Object Hello Again (1987 film)
Hello Again is a 1987 fantasy-comedy film about a suburban housewife who miraculously returns from the dead, starring Shelley Long and directed by Frank Perry.
 E644671 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: Hello Again (1987 film) | Statement: [David Permut, notableWork, Hello Again (1987 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hello Again (1987 film)
Context triple: [David Permut, notableWork, Hello Again (1987 film)]
  • A. Dead Again
    Dead Again is a 1991 neo-noir romantic thriller film directed by Kenneth Branagh that blends mystery, reincarnation, and murder in a stylish, twist-filled narrative.
  • B. Play It Again Sam
    Play It Again Sam is a British independent record label known for releasing alternative and electronic music from a diverse roster of artists.
  • C. Together Again
    "Together Again" is a country song popularized by Emmylou Harris, known for its heartfelt vocals and classic country instrumentation.
  • D. Together Again
    "Together Again" is a 1997 dance-pop song by Janet Jackson that became one of her signature hits and a global tribute to friends lost to AIDS.
  • E. Die Again
    "Die Again" is a crime thriller novel in Tess Gerritsen’s Rizzoli & Isles series that intertwines a Boston murder investigation with a deadly African safari gone wrong.
  • 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: Hello Again (1987 film)
Triple: [David Permut, notableWork, Hello Again (1987 film)]
Generated description
Hello Again is a 1987 fantasy-comedy film about a suburban housewife who miraculously returns from the dead, starring Shelley Long and directed by Frank Perry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hello Again (1987 film)
Target entity description: Hello Again is a 1987 fantasy-comedy film about a suburban housewife who miraculously returns from the dead, starring Shelley Long and directed by Frank Perry.
  • A. Dead Again
    Dead Again is a 1991 neo-noir romantic thriller film directed by Kenneth Branagh that blends mystery, reincarnation, and murder in a stylish, twist-filled narrative.
  • B. Play It Again Sam
    Play It Again Sam is a British independent record label known for releasing alternative and electronic music from a diverse roster of artists.
  • C. Together Again
    "Together Again" is a country song popularized by Emmylou Harris, known for its heartfelt vocals and classic country instrumentation.
  • D. Together Again
    "Together Again" is a 1997 dance-pop song by Janet Jackson that became one of her signature hits and a global tribute to friends lost to AIDS.
  • E. Die Again
    "Die Again" is a crime thriller novel in Tess Gerritsen’s Rizzoli & Isles series that intertwines a Boston murder investigation with a deadly African safari gone wrong.
  • 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_69c6888579d481909e05a8d6b81bf733 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e778875c8190a5202d3efe5a842d completed March 27, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a3502ed88190ac378a93891c8d9e completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a45e81bc8190bf4c47e3bb5fe077 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4f074708190a5ce0a863ffd4f25 completed March 28, 2026, 9:52 a.m.
Created at: March 27, 2026, 2:45 p.m.