Triple
T3257973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julianna Margulies |
E68341
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Keith Lieberthal
Keith Lieberthal is an American attorney known publicly as the husband of actress Julianna Margulies.
|
E343249
|
NE FINISHED |
How this triple was built (4 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: Keith Lieberthal | Statement: [Julianna Margulies, spouse, Keith Lieberthal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Lieberthal Context triple: [Julianna Margulies, spouse, Keith Lieberthal]
-
A.
Ryan Howard
Ryan Howard is a former Major League Baseball first baseman best known for his powerful home run hitting and MVP-winning career with the Philadelphia Phillies.
-
B.
Troy Glaus
Troy Glaus is a former Major League Baseball third baseman best known for his power hitting, including leading the American League in home runs in 2000 and earning World Series MVP honors in 2002.
-
C.
J.D. Drew
J.D. Drew is a former American Major League Baseball outfielder known for his smooth left-handed swing, plate discipline, and key postseason performances, primarily with the St. Louis Cardinals, Atlanta Braves, Los Angeles Dodgers, and Boston Red Sox.
-
D.
Tony Hunter
Tony Hunter is the aging song-and-dance man protagonist of the classic 1953 MGM musical film "The Band Wagon," portrayed by Fred Astaire as he attempts to revive his fading career on Broadway.
-
E.
Joey Cora
Joey Cora is a former Major League Baseball second baseman and coach, known for his time with teams like the Chicago White Sox and Seattle Mariners.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Keith Lieberthal Triple: [Julianna Margulies, spouse, Keith Lieberthal]
Generated description
Keith Lieberthal is an American attorney known publicly as the husband of actress Julianna Margulies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Lieberthal Target entity description: Keith Lieberthal is an American attorney known publicly as the husband of actress Julianna Margulies.
-
A.
Ryan Howard
Ryan Howard is a former Major League Baseball first baseman best known for his powerful home run hitting and MVP-winning career with the Philadelphia Phillies.
-
B.
Troy Glaus
Troy Glaus is a former Major League Baseball third baseman best known for his power hitting, including leading the American League in home runs in 2000 and earning World Series MVP honors in 2002.
-
C.
J.D. Drew
J.D. Drew is a former American Major League Baseball outfielder known for his smooth left-handed swing, plate discipline, and key postseason performances, primarily with the St. Louis Cardinals, Atlanta Braves, Los Angeles Dodgers, and Boston Red Sox.
-
D.
Tony Hunter
Tony Hunter is the aging song-and-dance man protagonist of the classic 1953 MGM musical film "The Band Wagon," portrayed by Fred Astaire as he attempts to revive his fading career on Broadway.
-
E.
Joey Cora
Joey Cora is a former Major League Baseball second baseman and coach, known for his time with teams like the Chicago White Sox and Seattle Mariners.
- F. None of above. chosen
Provenance (5 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_69ad858f74408190bcbd07f967cd7bd0 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf6a46448190a7fa0ca83fa096f8 |
completed | March 8, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ed3a7908190bfab434a64af5f2f |
completed | March 12, 2026, 10 a.m. |
| NEDg | Description generation | batch_69b2903dd0ac819088499f06edfeac56 |
completed | March 12, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6bf36988190b394766e9821047c |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:09 p.m.