Triple

T9980325
Position Surface form Disambiguated ID Type / Status
Subject Anthony Michael Hall E196433 entity
Predicate notableWork P4 FINISHED
Object Johnny Be Good
Johnny Be Good is a 1988 teen sports comedy film starring Anthony Michael Hall as a highly recruited high school quarterback facing pressure and corruption in the college football world.
E834125 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: Johnny Be Good | Statement: [Anthony Michael Hall, notableWork, Johnny Be Good]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Be Good
Context triple: [Anthony Michael Hall, notableWork, Johnny Be Good]
  • A. Be Good
    "Be Good" is a critically acclaimed jazz and soul album by American singer-songwriter Gregory Porter, noted for its warm vocals, sophisticated songwriting, and emotional depth.
  • B. Be Good
    "Be Good" is a song performed by the character Beth Greene in the television series The Walking Dead.
  • C. Just Be Good to Me
    "Just Be Good to Me" is a 1983 R&B and electro-funk song by The S.O.S. Band, produced and written by Jimmy Jam and Terry Lewis, known for its distinctive synth-driven groove and influential status in 1980s dance music.
  • D. Dub Be Good to Me
    "Dub Be Good to Me" is a 1990 hit single by British group Beats International that blends dub, dance, and hip hop elements and became their most famous song.
  • E. I'll Be Good to You
    "I'll Be Good to You" is an R&B song originally recorded by The Brothers Johnson in 1976 and later famously covered by Quincy Jones featuring Ray Charles and Chaka Khan.
  • 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: Johnny Be Good
Triple: [Anthony Michael Hall, notableWork, Johnny Be Good]
Generated description
Johnny Be Good is a 1988 teen sports comedy film starring Anthony Michael Hall as a highly recruited high school quarterback facing pressure and corruption in the college football world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Be Good
Target entity description: Johnny Be Good is a 1988 teen sports comedy film starring Anthony Michael Hall as a highly recruited high school quarterback facing pressure and corruption in the college football world.
  • A. Be Good
    "Be Good" is a critically acclaimed jazz and soul album by American singer-songwriter Gregory Porter, noted for its warm vocals, sophisticated songwriting, and emotional depth.
  • B. Be Good
    "Be Good" is a song performed by the character Beth Greene in the television series The Walking Dead.
  • C. Just Be Good to Me
    "Just Be Good to Me" is a 1983 R&B and electro-funk song by The S.O.S. Band, produced and written by Jimmy Jam and Terry Lewis, known for its distinctive synth-driven groove and influential status in 1980s dance music.
  • D. Dub Be Good to Me
    "Dub Be Good to Me" is a 1990 hit single by British group Beats International that blends dub, dance, and hip hop elements and became their most famous song.
  • E. I'll Be Good to You
    "I'll Be Good to You" is an R&B song originally recorded by The Brothers Johnson in 1976 and later famously covered by Quincy Jones featuring Ray Charles and Chaka Khan.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8b9aca881908a9b5dfd7e0de4ba completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257df420881909edac01b4e331c1e completed April 5, 2026, 12:38 p.m.
NEDg Description generation batch_69d258b6d9c0819096dbd3e85dc6adfc completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.