Triple
T23112226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Helzberg |
E576349
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Barnett Helzberg Jr. |
—
|
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: Barnett Helzberg Jr. | Statement: [Shirley Helzberg, spouse, Barnett Helzberg Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnett Helzberg Jr. Context triple: [Shirley Helzberg, spouse, Barnett Helzberg Jr.]
-
A.
Barnett Helzberg Jr. and Shirley Helzberg
chosen
Barnett Helzberg Jr. and Shirley Helzberg are American philanthropists known for their major support of the arts and education, particularly in Kansas City.
-
B.
Chester Greenburg
Chester Greenburg is one of the two dim-witted best friends whose misadventures drive the stoner comedy film "Dude, Where's My Car?".
-
C.
Max Loeb
Max Loeb is a notable individual who shares the Loeb surname and is recognized as a distinguished bearer of that family name.
-
D.
Howard Milstein
Howard Milstein is an American businessman and real estate developer known for leading Milstein Properties and serving as chairman of New York Private Bank & Trust.
-
E.
Bernard Greenberg
Bernard Greenberg is a computer scientist best known for his pioneering work on Multics Emacs, one of the earliest and most influential extensible text editors.
- 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e100d408190a7349563235640d5 |
completed | April 29, 2026, 4:50 a.m. |
Created at: April 17, 2026, 3:58 p.m.