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.