Triple
T14351628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Judging Amy |
E355865
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Joseph Stern
Joseph Stern is a television and film producer best known for his work on the legal drama series "Judging Amy."
|
E1131775
|
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: Joseph Stern | Statement: [Judging Amy, executiveProducer, Joseph Stern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Stern Context triple: [Judging Amy, executiveProducer, Joseph Stern]
-
A.
Phil Stern
Phil Stern is a character in Woody Allen's film "Café Society," serving as a powerful Hollywood talent agent who introduces his young nephew to the glamour and complexities of the movie industry.
-
B.
Joseph Finger
Joseph Finger was a prominent early 20th-century architect known for shaping Houston’s civic and commercial skyline with landmark Art Deco and modernist buildings.
-
C.
Leonard Rosenman
Leonard Rosenman was an American composer best known for his innovative, modernist film and television scores in the 1950s and beyond.
-
D.
Walter Murphy
Walter Murphy is an American composer, arranger, and pianist best known for his disco-era hit "A Fifth of Beethoven" and for scoring numerous film and television projects, including collaborations with Seth MacFarlane.
-
E.
Fred Pearlman
Fred Pearlman is an actor known for appearing in the World War II comedy film "Kelly's Heroes."
- 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: Joseph Stern Triple: [Judging Amy, executiveProducer, Joseph Stern]
Generated description
Joseph Stern is a television and film producer best known for his work on the legal drama series "Judging Amy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Stern Target entity description: Joseph Stern is a television and film producer best known for his work on the legal drama series "Judging Amy."
-
A.
Phil Stern
Phil Stern is a character in Woody Allen's film "Café Society," serving as a powerful Hollywood talent agent who introduces his young nephew to the glamour and complexities of the movie industry.
-
B.
Joseph Finger
Joseph Finger was a prominent early 20th-century architect known for shaping Houston’s civic and commercial skyline with landmark Art Deco and modernist buildings.
-
C.
Leonard Rosenman
Leonard Rosenman was an American composer best known for his innovative, modernist film and television scores in the 1950s and beyond.
-
D.
Walter Murphy
Walter Murphy is an American composer, arranger, and pianist best known for his disco-era hit "A Fifth of Beethoven" and for scoring numerous film and television projects, including collaborations with Seth MacFarlane.
-
E.
Fred Pearlman
Fred Pearlman is an actor known for appearing in the World War II comedy film "Kelly's Heroes."
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f4e1e588190bdc7aaf7a2819948 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe967e9c208190a00a82122b8c884c |
completed | May 9, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69fe98917abc81908998205b4ecf201f |
completed | May 9, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe997c744481909bd3c66c3dd68f19 |
completed | May 9, 2026, 2:18 a.m. |
Created at: April 10, 2026, 1:14 a.m.