Triple
T22126461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | When It All Falls Apart |
E546803
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Billy Steinberg |
—
|
NE NERFINISHED |
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: Billy Steinberg | Statement: [When It All Falls Apart, writer, Billy Steinberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Steinberg Context triple: [When It All Falls Apart, writer, Billy Steinberg]
-
A.
Billy Steinberg
chosen
Billy Steinberg is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, including classics recorded by artists like Madonna, Cyndi Lauper, and The Bangles.
-
B.
Peter Mehlman
Peter Mehlman is an American television writer and producer best known for his work on the sitcom "Seinfeld," where he penned several of the show's most iconic episodes.
-
C.
Greg Morrisett
Greg Morrisett is a computer scientist known for his work on programming languages and type systems, particularly in the design of safe and secure systems.
-
D.
Mark Mardon
Mark Mardon is a DC Comics supervillain known as the Weather Wizard, an enemy of the Flash who can control and manipulate weather.
-
E.
Lou Scheimer
Lou Scheimer was an American animator, producer, and co-founder of the studio behind many classic Saturday-morning cartoons, including "He-Man and the Masters of the Universe" and "Fat Albert and the Cosby Kids."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12981ac008190aafb516f2a28fefc |
completed | April 28, 2026, 9:41 p.m. |
Created at: April 16, 2026, 8:31 p.m.