Triple
T6653182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | So Emotional |
E150872
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Billy Steinberg |
E512525
|
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: Billy Steinberg | Statement: [So Emotional, writer, Billy Steinberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Steinberg Context triple: [So Emotional, 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.
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.
-
C.
Michael Zager
Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
-
D.
Benny Rothman
Benny Rothman was a British political activist and ramblers’ leader best known for spearheading early 20th-century access-to-the-countryside campaigns in England.
-
E.
David Steinberg
David Steinberg is a Canadian comedian, actor, director, and writer known for his influential stand-up career and for directing numerous episodes of popular television comedies such as Seinfeld and Curb Your Enthusiasm.
- 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_69c687f2c9508190a60b9aad31d3f358 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b046c1408190af288575e40936d0 |
completed | March 27, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6eefd800c8190806cf3dff204ca01 |
completed | March 27, 2026, 8:56 p.m. |
Created at: March 27, 2026, 2:01 p.m.