Triple
T21734298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D.I.T.C. collective |
E536481
|
entity |
| Predicate | memberOfSubgroup |
P10
|
FINISHED |
| Object | Showbiz & A.G. |
—
|
NE NERFINISHED |
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: Showbiz & A.G. | Statement: [D.I.T.C. collective, memberOfSubgroup, Showbiz & A.G.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Showbiz & A.G. Context triple: [D.I.T.C. collective, memberOfSubgroup, Showbiz & A.G.]
-
A.
Showbiz & A.G.
chosen
Showbiz & A.G. are a Bronx-based hip hop duo known for their work as part of the Diggin' in the Crates Crew and their influential early-1990s boom bap sound.
-
B.
A&G
A&G is the standard abbreviation for the scientific journal "Astronomy & Geophysics," which publishes articles and reviews in the fields of astronomy, astrophysics, and Earth sciences.
-
C.
Mr. Entertainment
Mr. Entertainment is the nickname of Wayne Newton, the longtime Las Vegas headliner famed for his prolific live performances and status as an iconic American entertainer.
-
D.
Show Biz, Inc.
Show Biz, Inc. was the production company behind the long-running country music television program "The Porter Wagoner Show."
-
E.
Showbiz
Showbiz is the 1999 debut studio album by English rock band Muse, showcasing their early alternative rock sound and themes of paranoia and social alienation.
- 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: memberOfSubgroup Context triple: [D.I.T.C. collective, memberOfSubgroup, Showbiz & A.G.]
-
A.
memberOfGroupWith
Indicates that an entity belongs to, or is associated as a member with, a particular group or collection of entities.
-
B.
revealedAsSubgroupOf
Indicates that one group has been newly identified or exposed as being a subgroup or subset of another group.
-
C.
memberOf
chosen
Indicates that an entity belongs to, is part of, or is a constituent of a larger group, organization, or collection.
-
D.
subgroupCategory
Indicates that one category functions as a more specific subgroup within the scope of another, broader category.
-
E.
usesSubgroup
Indicates that one entity employs, incorporates, or operates through a specific subgroup of another entity or system.
- F. None of above.
Provenance (3 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_69e0c46d3284819099a4f9d5a704eb95 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69effd09852c8190b3486c09f22ef92b |
completed | April 28, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69e6969c16fc8190b5126c169317d85d |
completed | April 20, 2026, 9:11 p.m. |
Created at: April 16, 2026, 6:48 p.m.