Triple
T22247293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naughty by Nature |
E549877
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object |
19 Naughty III
19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
|
E1526847
|
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: 19 Naughty III | Statement: [Naughty by Nature, album, 19 Naughty III]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 19 Naughty III Context triple: [Naughty by Nature, album, 19 Naughty III]
-
A.
Naughty
"Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
-
B.
Naughty
"Naughty" is a popular, character-defining solo number sung by Matilda in the stage musical *Matilda the Musical*, expressing her clever rebellion against unfair adults.
-
C.
The Naughty Nineties
The Naughty Nineties is a 1945 Abbott and Costello comedy film set aboard a showboat, best known for featuring their classic "Who's on First?" routine.
-
D.
The Naughty Room
The Naughty Room is an independent film written, directed by, and starring British-American musician and filmmaker Cosmo Jarvis, known for its darkly comic and offbeat storytelling.
-
E.
The Naughty Flirt
The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
- 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: 19 Naughty III Triple: [Naughty by Nature, album, 19 Naughty III]
Generated description
19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 19 Naughty III Target entity description: 19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
-
A.
Naughty
"Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
-
B.
Naughty
"Naughty" is a popular, character-defining solo number sung by Matilda in the stage musical *Matilda the Musical*, expressing her clever rebellion against unfair adults.
-
C.
The Naughty Nineties
The Naughty Nineties is a 1945 Abbott and Costello comedy film set aboard a showboat, best known for featuring their classic "Who's on First?" routine.
-
D.
The Naughty Room
The Naughty Room is an independent film written, directed by, and starring British-American musician and filmmaker Cosmo Jarvis, known for its darkly comic and offbeat storytelling.
-
E.
The Naughty Flirt
The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
- 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_69e11e41d9408190bd770cf282e22753 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f13218d1f88190b64b7f301328fa98 |
completed | April 28, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ab65e6d088190b8ed638d8c57a243 |
completed | May 18, 2026, 6:49 a.m. |
| NEDg | Description generation | batch_6a0ab762ba7c8190a3a66c282de66392 |
completed | May 18, 2026, 6:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab7dc8dc08190a65c0a454f018b41 |
completed | May 18, 2026, 6:55 a.m. |
Created at: April 16, 2026, 8:38 p.m.