Triple
T14488290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Who's Laughing Now |
E359293
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
K-Gee
K-Gee is a British music producer and former member of the hip hop group Outlaw Posse, known for his work in UK pop and urban music.
|
E1102354
|
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: K-Gee | Statement: [Who's Laughing Now, producer, K-Gee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: K-Gee Context triple: [Who's Laughing Now, producer, K-Gee]
-
A.
Kay Gee
Kay Gee is an American hip-hop producer best known as a founding member of Naughty by Nature and for crafting influential rap and R&B hits in the 1990s.
-
B.
Gee
Gee was a World War II-era British radio navigation system that enabled Royal Air Force bombers to determine their position and improve bombing accuracy, especially during night operations.
-
C.
Zico
Zico is a legendary Brazilian attacking midfielder renowned for his playmaking, vision, and free-kick mastery, often regarded as one of the greatest footballers of all time.
-
D.
EST Gee
EST Gee is an American rapper from Louisville, Kentucky, known for his gritty street-oriented lyrics and collaborations with major artists in contemporary hip-hop.
-
E.
Russ Gee
Russ Gee is an automotive designer best known for his work on the iconic Pontiac GTO muscle car.
- 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: K-Gee Triple: [Who's Laughing Now, producer, K-Gee]
Generated description
K-Gee is a British music producer and former member of the hip hop group Outlaw Posse, known for his work in UK pop and urban music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: K-Gee Target entity description: K-Gee is a British music producer and former member of the hip hop group Outlaw Posse, known for his work in UK pop and urban music.
-
A.
Kay Gee
Kay Gee is an American hip-hop producer best known as a founding member of Naughty by Nature and for crafting influential rap and R&B hits in the 1990s.
-
B.
Gee
Gee was a World War II-era British radio navigation system that enabled Royal Air Force bombers to determine their position and improve bombing accuracy, especially during night operations.
-
C.
Zico
Zico is a legendary Brazilian attacking midfielder renowned for his playmaking, vision, and free-kick mastery, often regarded as one of the greatest footballers of all time.
-
D.
EST Gee
EST Gee is an American rapper from Louisville, Kentucky, known for his gritty street-oriented lyrics and collaborations with major artists in contemporary hip-hop.
-
E.
Russ Gee
Russ Gee is an automotive designer best known for his work on the iconic Pontiac GTO muscle car.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de930bd1d48190abd6c47da0a3ebc8 |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d8f1bf081908c37f8f41767b382 |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6faa43808190a9fe934f8f472a61 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd700572e48190aa9bbb544a25796e |
completed | May 8, 2026, 5:09 a.m. |
Created at: April 10, 2026, 1:20 a.m.