Triple
T6455827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heavy D & the Boyz |
E141989
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Mr. Big Stuff
"Mr. Big Stuff" is a popular hip-hop track by Heavy D & the Boyz known for its upbeat groove and charismatic, playful lyrics.
|
E593491
|
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: Mr. Big Stuff | Statement: [Heavy D & the Boyz, notableSong, Mr. Big Stuff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mr. Big Stuff Context triple: [Heavy D & the Boyz, notableSong, Mr. Big Stuff]
-
A.
Mr. Big
Mr. Big is the primary villain and drug lord antagonist in the James Bond film and novel "Live and Let Die."
-
B.
Mr. Big Shot
Mr. Big Shot is the famous nickname of NBA point guard Chauncey Billups, known for his clutch performances and leadership, especially during his championship run with the Detroit Pistons.
-
C.
Bigger and Deffer
"Bigger and Deffer" is LL Cool J's influential 1987 hip-hop album, best known for helping solidify his status as a major rap star with tracks like "I Need Love."
-
D.
Bigger
"Bigger" is a comedy television series created and produced by filmmaker Will Packer that follows a group of friends navigating love, careers, and ambitions in Atlanta.
-
E.
Something Big
"Something Big" is a song featured on the country music album "Hard Promises" by Tom Petty and the Heartbreakers.
- 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: Mr. Big Stuff Triple: [Heavy D & the Boyz, notableSong, Mr. Big Stuff]
Generated description
"Mr. Big Stuff" is a popular hip-hop track by Heavy D & the Boyz known for its upbeat groove and charismatic, playful lyrics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mr. Big Stuff Target entity description: "Mr. Big Stuff" is a popular hip-hop track by Heavy D & the Boyz known for its upbeat groove and charismatic, playful lyrics.
-
A.
Mr. Big
Mr. Big is the primary villain and drug lord antagonist in the James Bond film and novel "Live and Let Die."
-
B.
Mr. Big Shot
Mr. Big Shot is the famous nickname of NBA point guard Chauncey Billups, known for his clutch performances and leadership, especially during his championship run with the Detroit Pistons.
-
C.
Bigger and Deffer
"Bigger and Deffer" is LL Cool J's influential 1987 hip-hop album, best known for helping solidify his status as a major rap star with tracks like "I Need Love."
-
D.
Bigger
"Bigger" is a comedy television series created and produced by filmmaker Will Packer that follows a group of friends navigating love, careers, and ambitions in Atlanta.
-
E.
Something Big
"Something Big" is a song featured on the country music album "Hard Promises" by Tom Petty and the Heartbreakers.
- 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069d4d588819090e8a56c46c0bfe9 |
completed | March 22, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bdc4e808190a7c24b963ab0aa30 |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64ce18f6c8190910dcc2fc553328e |
completed | March 27, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64db784f08190b786c4de051ee527 |
completed | March 27, 2026, 9:28 a.m. |
Created at: March 22, 2026, 4:48 p.m.