Triple
T7469802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bud Yorkin |
E176471
|
entity |
| Predicate | produced |
P490
|
FINISHED |
| Object | What’s Happening!! (TV series) |
E638788
|
NE FINISHED |
How this triple was built (2 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: What’s Happening!! (TV series) | Statement: [Bud Yorkin, produced, What’s Happening!! (TV series)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What’s Happening!! (TV series) Context triple: [Bud Yorkin, produced, What’s Happening!! (TV series)]
-
A.
What's Happening!!
chosen
"What's Happening!!" is a 1970s American sitcom loosely based on the film "Cooley High," following the comedic everyday lives of three African-American teenagers in Los Angeles.
-
B.
What's Happening Now!!
"What's Happening Now!!" is an American sitcom and sequel to the 1970s series "What's Happening!!," following the adult lives of the original characters as they navigate new personal and professional challenges.
-
C.
Watch What Happens
"Watch What Happens" is a well-known promotional tagline used by the Bravo television network to brand its lineup of reality and pop-culture programming.
-
D.
What Happened
"What Happened" is Hillary Clinton’s 2017 memoir analyzing the 2016 U.S. presidential election, her campaign, and its aftermath.
-
E.
What Happened Was...
"What Happened Was..." is an acclaimed 1994 independent drama film written, directed by, and starring Tom Noonan, focusing on an awkward, revealing first date between two lonely office coworkers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c69f223fd88190b4c69b95d7cbeeda |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3f845e081908117783ff1e63e23 |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8347b36388190989d2bcbe3f747bf |
completed | March 28, 2026, 8:05 p.m. |
Created at: March 27, 2026, 3:41 p.m.