Triple

T10983170
Position Surface form Disambiguated ID Type / Status
Subject James Leo Herlihy E259558 entity
Predicate wrotePlay P2831 FINISHED
Object Bad Bad Jo-Jo
Bad Bad Jo-Jo is a stage play by American writer James Leo Herlihy, best known for his novel Midnight Cowboy.
 E898078 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: Bad Bad Jo-Jo | Statement: [James Leo Herlihy, wrotePlay, Bad Bad Jo-Jo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Bad Jo-Jo
Context triple: [James Leo Herlihy, wrotePlay, Bad Bad Jo-Jo]
  • A. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • B. It's Bad for Ya
    "It's Bad for Ya" is a 2008 stand-up comedy special by George Carlin, known for its sharp social commentary and being his final HBO performance before his death.
  • C. Yer So Bad
    "Yer So Bad" is a song by Tom Petty from his 1989 solo album "Full Moon Fever," known for its wry lyrics and acoustic, folk-rock style.
  • D. So Bad
    "So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
  • E. Bad to Me
    "Bad to Me" is a 1963 pop song written by John Lennon and Paul McCartney that became a hit single for Billy J. Kramer and the Dakotas.
  • 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: Bad Bad Jo-Jo
Triple: [James Leo Herlihy, wrotePlay, Bad Bad Jo-Jo]
Generated description
Bad Bad Jo-Jo is a stage play by American writer James Leo Herlihy, best known for his novel Midnight Cowboy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Bad Jo-Jo
Target entity description: Bad Bad Jo-Jo is a stage play by American writer James Leo Herlihy, best known for his novel Midnight Cowboy.
  • A. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • B. It's Bad for Ya
    "It's Bad for Ya" is a 2008 stand-up comedy special by George Carlin, known for its sharp social commentary and being his final HBO performance before his death.
  • C. Yer So Bad
    "Yer So Bad" is a song by Tom Petty from his 1989 solo album "Full Moon Fever," known for its wry lyrics and acoustic, folk-rock style.
  • D. So Bad
    "So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
  • E. Bad to Me
    "Bad to Me" is a 1963 pop song written by John Lennon and Paul McCartney that became a hit single for Billy J. Kramer and the Dakotas.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d772ec55fc81909b2b15f2493dddc6 completed April 9, 2026, 9:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344c77d6c8190a9b5e2cc967fb031 completed April 18, 2026, 8:45 a.m.
NEDg Description generation batch_69e3556e8b408190a02a1fe194ae5750 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3591ecd548190b049ce95fe3f86d9 completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.