Triple
T19542171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liza Huber |
E488932
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Alexander George Hesterberg III |
—
|
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: Alexander George Hesterberg III | Statement: [Liza Huber, spouse, Alexander George Hesterberg III]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexander George Hesterberg III Context triple: [Liza Huber, spouse, Alexander George Hesterberg III]
-
A.
Gregory Hess
Gregory Hess was an American protester whose conviction for disorderly conduct during an antiwar demonstration led to the landmark U.S. Supreme Court free speech case Hess v. Indiana.
-
B.
Herbert Anthony Stevens IV
Herbert Anthony Stevens IV is an American rapper and songwriter better known by his stage name Ab-Soul, a member of the hip hop collective Black Hippy and a prominent artist on the Top Dawg Entertainment label.
-
C.
Alexander Hilsberg
Alexander Hilsberg was a prominent violinist and conductor who served as a notable faculty member at the Curtis Institute of Music.
-
D.
Michael Heisler
Michael Heisler is a comic book professional best known for his lettering work on various titles, including Star Wars–related publications.
-
E.
Michael Hess
Michael Hess was an Irish-born man forcibly adopted as a child who later became a prominent Republican lawyer and official in the United States, and whose life story is central to the book and film "Philomena."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexander George Hesterberg III Target entity description: Alexander George Hesterberg III is the husband of American actress and entrepreneur Liza Huber.
-
A.
Gregory Hess
Gregory Hess was an American protester whose conviction for disorderly conduct during an antiwar demonstration led to the landmark U.S. Supreme Court free speech case Hess v. Indiana.
-
B.
Herbert Anthony Stevens IV
Herbert Anthony Stevens IV is an American rapper and songwriter better known by his stage name Ab-Soul, a member of the hip hop collective Black Hippy and a prominent artist on the Top Dawg Entertainment label.
-
C.
Alexander Hilsberg
Alexander Hilsberg was a prominent violinist and conductor who served as a notable faculty member at the Curtis Institute of Music.
-
D.
Michael Heisler
Michael Heisler is a comic book professional best known for his lettering work on various titles, including Star Wars–related publications.
-
E.
Michael Hess
Michael Hess was an Irish-born man forcibly adopted as a child who later became a prominent Republican lawyer and official in the United States, and whose life story is central to the book and film "Philomena."
- F. None of above. chosen
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_69d8e8db5b6c8190984b61f91981f575 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6387442588190a2cdae60a6a940d6 |
completed | April 20, 2026, 2:30 p.m. |
Created at: April 10, 2026, 1:41 p.m.