Triple
T4014059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madlib |
E90712
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Lootpack
Lootpack is an underground California hip hop group known for its abstract lyricism and jazzy, sample-heavy production, featuring members like Madlib, Wildchild, and DJ Romes.
|
E406396
|
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: Lootpack | Statement: [Madlib, memberOf, Lootpack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lootpack Context triple: [Madlib, memberOf, Lootpack]
-
A.
Gimme the Loot
"Gimme the Loot" is a track from The Notorious B.I.G.’s landmark 1994 debut album *Ready to Die*, known for its vivid storytelling and aggressive delivery.
-
B.
Augments
Augments are genetically enhanced humans in the Star Trek universe, engineered for superior physical and mental abilities but often associated with ambition and conflict.
-
C.
Weapon Plus Program
The Weapon Plus Program is a clandestine Marvel Comics initiative dedicated to creating enhanced super-soldiers and living weapons, responsible for projects like Weapon X that produced characters such as Wolverine.
-
D.
Dime Bag
"Dime Bag" is a solo project by rapper Styles P that showcases his gritty lyricism and street-focused storytelling over hard-hitting, minimalist production.
-
E.
Expend4bles
Expend4bles is the fourth installment in the Expendables action film series, featuring an ensemble cast of veteran and contemporary action stars in a high-octane mercenary adventure.
- 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: Lootpack Triple: [Madlib, memberOf, Lootpack]
Generated description
Lootpack is an underground California hip hop group known for its abstract lyricism and jazzy, sample-heavy production, featuring members like Madlib, Wildchild, and DJ Romes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lootpack Target entity description: Lootpack is an underground California hip hop group known for its abstract lyricism and jazzy, sample-heavy production, featuring members like Madlib, Wildchild, and DJ Romes.
-
A.
Gimme the Loot
"Gimme the Loot" is a track from The Notorious B.I.G.’s landmark 1994 debut album *Ready to Die*, known for its vivid storytelling and aggressive delivery.
-
B.
Augments
Augments are genetically enhanced humans in the Star Trek universe, engineered for superior physical and mental abilities but often associated with ambition and conflict.
-
C.
Weapon Plus Program
The Weapon Plus Program is a clandestine Marvel Comics initiative dedicated to creating enhanced super-soldiers and living weapons, responsible for projects like Weapon X that produced characters such as Wolverine.
-
D.
Dime Bag
"Dime Bag" is a solo project by rapper Styles P that showcases his gritty lyricism and street-focused storytelling over hard-hitting, minimalist production.
-
E.
Expend4bles
Expend4bles is the fourth installment in the Expendables action film series, featuring an ensemble cast of veteran and contemporary action stars in a high-octane mercenary adventure.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa8ad6348190b71feaf8c18c90c2 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c73e6048190a59a8d8bc12c907d |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54ded2e6c8190a6dc9ce2f5d474b8 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:35 p.m.