Triple
T16209501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Hunter Caldwell |
E393418
|
entity |
| Predicate | songSampledBy |
P98210
|
FINISHED |
| Object | 2Pac |
E27310
|
NE FINISHED |
How this triple was built (3 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: 2Pac | Statement: [Robert Hunter Caldwell, songSampledBy, 2Pac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2Pac Context triple: [Robert Hunter Caldwell, songSampledBy, 2Pac]
-
A.
Tupac Shakur
chosen
Tupac Shakur was a highly influential American rapper, actor, and cultural icon known for his socially conscious lyrics, prolific output, and enduring impact on hip-hop and popular culture.
-
B.
The Notorious B.I.G.
The Notorious B.I.G. was a highly influential American rapper whose storytelling, flow, and albums like "Ready to Die" helped define 1990s East Coast hip-hop.
-
C.
Mopreme Shakur
Mopreme Shakur is an American rapper and stepbrother of Tupac Shakur, known for his work with groups like Thug Life and his contributions to West Coast hip hop in the 1990s.
-
D.
Mr. B.I.G.
Mr. B.I.G. is the nickname of American filmmaker Bert I. Gordon, best known for his low-budget 1950s and 1960s science fiction and giant monster movies.
-
E.
Mac Dre
Mac Dre was an influential Bay Area rapper and pioneer of the hyphy movement, known for his charismatic style and major impact on West Coast hip hop culture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: songSampledBy Context triple: [Robert Hunter Caldwell, songSampledBy, 2Pac]
-
A.
inspiredSong
Indicates that one entity (such as an event, person, or work) served as the creative inspiration or motivating influence for the creation of a particular song.
-
B.
coveredSongBy
Indicates that one musical work is a cover version performed or recorded by an artist of a song originally created or popularized by another artist.
-
C.
basedOnSongBy
Indicates that one entity is derived from, adapted from, or otherwise created using a particular song as its source or inspiration.
-
D.
sampledSongwriter
chosen
Indicates that one entity has used or incorporated a portion of another entity’s songwriting or composition as a sample in a new work.
-
E.
songRecordedBy
Indicates that a particular song has been recorded or performed in an audio form by a specific artist or group.
- F. None of above.
Provenance (4 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_69d87f1f5bd08190bd01cac0d5b9d2ef |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e22711e4fc8190bf7a9f0c59b7889f |
completed | April 17, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0007916d3481909d475f1661d80e77 |
completed | May 10, 2026, 4:20 a.m. |
| PD | Predicate disambiguation | batch_69e219e94a448190b73a4e6aa374eb4a |
completed | April 17, 2026, 11:30 a.m. |
Created at: April 10, 2026, 5:03 a.m.