Triple
T21455108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | By All Means Necessary |
E529319
|
entity |
| Predicate | notableTrack |
P8087
|
FINISHED |
| Object |
Illegal Business
"Illegal Business" is a track by the hip-hop duo By All Means Necessary, known for its gritty, street-oriented lyrical themes.
|
E1485272
|
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: Illegal Business | Statement: [By All Means Necessary, notableTrack, Illegal Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illegal Business Context triple: [By All Means Necessary, notableTrack, Illegal Business]
-
A.
Illegal
"Illegal" is a song by Colombian singer Shakira, featuring Carlos Santana, from her album Oral Fixation, Vol. 2.
-
B.
Illegal Gambling Business Act
The Illegal Gambling Business Act is a U.S. federal law that criminalizes the operation of large-scale illegal gambling enterprises, reinforcing state gambling prohibitions through federal enforcement.
-
C.
Illegal Tender
Illegal Tender is a 2007 crime drama film about a young man confronting the violent legacy of his father's murder and his family's entanglement with drug-related crime.
-
D.
Illegal Action
"Illegal Action" is a contemporary espionage thriller novel by former MI5 director Stella Rimington, featuring her recurring intelligence officer protagonist Liz Carlyle.
-
E.
Business Stripped Bare
Business Stripped Bare is an autobiographical business book by entrepreneur Richard Branson that shares lessons, stories, and insights from building the Virgin Group.
- 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: Illegal Business Triple: [By All Means Necessary, notableTrack, Illegal Business]
Generated description
"Illegal Business" is a track by the hip-hop duo By All Means Necessary, known for its gritty, street-oriented lyrical themes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illegal Business Target entity description: "Illegal Business" is a track by the hip-hop duo By All Means Necessary, known for its gritty, street-oriented lyrical themes.
-
A.
Illegal
"Illegal" is a song by Colombian singer Shakira, featuring Carlos Santana, from her album Oral Fixation, Vol. 2.
-
B.
Illegal Gambling Business Act
The Illegal Gambling Business Act is a U.S. federal law that criminalizes the operation of large-scale illegal gambling enterprises, reinforcing state gambling prohibitions through federal enforcement.
-
C.
Illegal Tender
Illegal Tender is a 2007 crime drama film about a young man confronting the violent legacy of his father's murder and his family's entanglement with drug-related crime.
-
D.
Illegal Action
"Illegal Action" is a contemporary espionage thriller novel by former MI5 director Stella Rimington, featuring her recurring intelligence officer protagonist Liz Carlyle.
-
E.
Business Stripped Bare
Business Stripped Bare is an autobiographical business book by entrepreneur Richard Branson that shares lessons, stories, and insights from building the Virgin Group.
- 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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d612e081909d00ca59a3621cc9 |
completed | April 23, 2026, 9:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c90ebd488190ab2ee8f8af98d1ae |
completed | May 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_6a09c9a6b84881908f9193b89ded7361 |
completed | May 17, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09caa391588190808eb3dcaff07803 |
completed | May 17, 2026, 2:03 p.m. |
Created at: April 16, 2026, 6:08 p.m.