Triple
T18507805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Gallagher |
E452244
|
entity |
| Predicate | romanticRelationship |
P9994
|
FINISHED |
| Object | Sandy Milkovich |
—
|
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: Sandy Milkovich | Statement: [Debbie Gallagher, romanticRelationship, Sandy Milkovich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandy Milkovich Context triple: [Debbie Gallagher, romanticRelationship, Sandy Milkovich]
-
A.
Kay Lehman Schlozman
Kay Lehman Schlozman is an American political scientist known for her influential research on political participation, civic engagement, and inequality in democratic politics.
-
B.
Juanita M. Kreps
Juanita M. Kreps was an American economist and academic who served as the first female U.S. Secretary of Commerce under President Jimmy Carter.
-
C.
Diane Kagan
Diane Kagan is an American actress known for her supporting role in the 1990 drama film "Mr. and Mrs. Bridge."
-
D.
Joan Diener
Joan Diener was an American actress and singer best known for originating the role of Aldonza/Dulcinea in the Broadway musical "Man of La Mancha."
-
E.
Judith N. Keep
Judith N. Keep was a prominent United States federal judge who served as the first female district judge and later chief judge of the U.S. District Court for the Southern District of California.
- 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: Sandy Milkovich Target entity description: Sandy Milkovich is a recurring character on the U.S. TV series "Shameless," known for her tumultuous involvement with the Gallagher family and the Milkovich clan.
-
A.
Kay Lehman Schlozman
Kay Lehman Schlozman is an American political scientist known for her influential research on political participation, civic engagement, and inequality in democratic politics.
-
B.
Juanita M. Kreps
Juanita M. Kreps was an American economist and academic who served as the first female U.S. Secretary of Commerce under President Jimmy Carter.
-
C.
Diane Kagan
Diane Kagan is an American actress known for her supporting role in the 1990 drama film "Mr. and Mrs. Bridge."
-
D.
Joan Diener
Joan Diener was an American actress and singer best known for originating the role of Aldonza/Dulcinea in the Broadway musical "Man of La Mancha."
-
E.
Judith N. Keep
Judith N. Keep was a prominent United States federal judge who served as the first female district judge and later chief judge of the U.S. District Court for the Southern District of California.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53344033c8190a0883aef56ba79c3 |
completed | April 19, 2026, 7:55 p.m. |
Created at: April 10, 2026, 11:36 a.m.