Triple
T9148886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khaled Mohamed Khaled |
E219529
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
album "I Changed a Lot"
"I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring a wide range of prominent hip-hop and R&B artists.
|
E781183
|
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: album "I Changed a Lot" | Statement: [Khaled Mohamed Khaled, notableWork, album "I Changed a Lot"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: album "I Changed a Lot" Context triple: [Khaled Mohamed Khaled, notableWork, album "I Changed a Lot"]
-
A.
album "Change"
"Change" is a jazz and pop-infused studio album by Dutch vocalist Laura Fygi, showcasing her smooth vocal style and sophisticated arrangements.
-
B.
album "My Finest Work Yet"
"My Finest Work Yet" is a politically charged, folk-rock-influenced studio album by American singer-songwriter and multi-instrumentalist Andrew Bird, noted for its intricate lyrics and lush arrangements.
-
C.
album "Turn Me Loose"
"Turn Me Loose" is a Grammy-nominated R&B and soul album by American singer Ledisi that showcases her powerful vocals and blend of contemporary and classic styles.
-
D.
album "Pieces of Me"
"Pieces of Me" is a soulful R&B album by American singer Ledisi that showcases her powerful vocals and introspective songwriting.
-
E.
album "The Way I See It"
"The Way I See It" is a retro-soul album by Raphael Saadiq that pays homage to classic Motown and 1960s R&B styles.
- 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: album "I Changed a Lot" Triple: [Khaled Mohamed Khaled, notableWork, album "I Changed a Lot"]
Generated description
"I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring a wide range of prominent hip-hop and R&B artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: album "I Changed a Lot" Target entity description: "I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring a wide range of prominent hip-hop and R&B artists.
-
A.
album "Change"
"Change" is a jazz and pop-infused studio album by Dutch vocalist Laura Fygi, showcasing her smooth vocal style and sophisticated arrangements.
-
B.
album "My Finest Work Yet"
"My Finest Work Yet" is a politically charged, folk-rock-influenced studio album by American singer-songwriter and multi-instrumentalist Andrew Bird, noted for its intricate lyrics and lush arrangements.
-
C.
album "Turn Me Loose"
"Turn Me Loose" is a Grammy-nominated R&B and soul album by American singer Ledisi that showcases her powerful vocals and blend of contemporary and classic styles.
-
D.
album "Pieces of Me"
"Pieces of Me" is a soulful R&B album by American singer Ledisi that showcases her powerful vocals and introspective songwriting.
-
E.
album "The Way I See It"
"The Way I See It" is a retro-soul album by Raphael Saadiq that pays homage to classic Motown and 1960s R&B styles.
- 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_69ca83e121dc81909912bd66953081c5 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca91a1fd08190a5bb3d9280439b09 |
completed | April 1, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d04833858081909b616325f0e6f787 |
completed | April 3, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_69d0496672a881909c1ac91a7ec1a2a1 |
completed | April 3, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d04a35451881909dfe6795b743b026 |
completed | April 3, 2026, 11:16 p.m. |
Created at: March 30, 2026, 7:20 p.m.