Triple
T14103235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bow Down (1996) |
E339434
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Binky Mack
Binky Mack is a hip-hop music producer best known for his work on West Coast rap projects in the 1990s.
|
E1080714
|
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: Binky Mack | Statement: [Bow Down (1996), producer, Binky Mack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Binky Mack Context triple: [Bow Down (1996), producer, Binky Mack]
-
A.
Bunny Bravo
Bunny Bravo is Johnny Bravo’s caring and long-suffering mother in the animated television series "Johnny Bravo."
-
B.
Bonnie MacBird
Bonnie MacBird is an American writer, producer, and actress best known for co-writing the screenplay for the groundbreaking 1982 science-fiction film "Tron" and for her later Sherlock Holmes pastiche novels.
-
C.
Bubs
Bubs is a casual nickname commonly used for the character Bubbles, often conveying affection or familiarity.
-
D.
Pookie
Pookie is a tragic, crack-addicted informant character from the 1991 crime film "New Jack City," portrayed by Chris Rock.
-
E.
Winnie the Bish
Winnie the Bish is the playful nickname of Winston Bishop, a quirky and lovable character from the TV sitcom "New Girl."
- 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: Binky Mack Triple: [Bow Down (1996), producer, Binky Mack]
Generated description
Binky Mack is a hip-hop music producer best known for his work on West Coast rap projects in the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Binky Mack Target entity description: Binky Mack is a hip-hop music producer best known for his work on West Coast rap projects in the 1990s.
-
A.
Bunny Bravo
Bunny Bravo is Johnny Bravo’s caring and long-suffering mother in the animated television series "Johnny Bravo."
-
B.
Bonnie MacBird
Bonnie MacBird is an American writer, producer, and actress best known for co-writing the screenplay for the groundbreaking 1982 science-fiction film "Tron" and for her later Sherlock Holmes pastiche novels.
-
C.
Bubs
Bubs is a casual nickname commonly used for the character Bubbles, often conveying affection or familiarity.
-
D.
Pookie
Pookie is a tragic, crack-addicted informant character from the 1991 crime film "New Jack City," portrayed by Chris Rock.
-
E.
Winnie the Bish
Winnie the Bish is the playful nickname of Winston Bishop, a quirky and lovable character from the TV sitcom "New Girl."
- 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5fbbf0b08190ba1ea3657d6db005 |
completed | April 14, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0b2ade08190a56e9ecf659f83b9 |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd854824c8190b71001a8c67ad229 |
completed | May 7, 2026, 6:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd91c3aac8190a569c6818cf1dabd |
completed | May 7, 2026, 6:25 p.m. |
Created at: April 9, 2026, 10:22 p.m.