Triple
T11774205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eisenberg |
E279974
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Joseph Eisenberg
Joseph Eisenberg is an American physician and epidemiologist known for his research on infectious disease transmission and environmental health.
|
E945912
|
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 Eisenberg | Statement: [Eisenberg, hasNotableBearer, Joseph Eisenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Eisenberg Context triple: [Eisenberg, hasNotableBearer, Joseph Eisenberg]
-
A.
Aaron Scheinfeld
Aaron Scheinfeld was a co-founder of ManpowerGroup, a major global staffing and workforce solutions company.
-
B.
Ben Feldman
Ben Feldman is an American actor known for his roles in television series such as Drop Dead Diva, Mad Men, and Superstore.
-
C.
Tom Schulman
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
-
D.
Judah Friedlander
Judah Friedlander is an American comedian and actor best known for his deadpan humor, trademark trucker hats, and his role as writer Frank Rossitano on the television series "30 Rock."
-
E.
Paul Walter Hauser
Paul Walter Hauser is an American actor and comedian known for his scene-stealing character roles in films and television, including his acclaimed lead performance in "Richard Jewell."
- 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 Eisenberg Triple: [Eisenberg, hasNotableBearer, Joseph Eisenberg]
Generated description
Joseph Eisenberg is an American physician and epidemiologist known for his research on infectious disease transmission and environmental health.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Eisenberg Target entity description: Joseph Eisenberg is an American physician and epidemiologist known for his research on infectious disease transmission and environmental health.
-
A.
Aaron Scheinfeld
Aaron Scheinfeld was a co-founder of ManpowerGroup, a major global staffing and workforce solutions company.
-
B.
Ben Feldman
Ben Feldman is an American actor known for his roles in television series such as Drop Dead Diva, Mad Men, and Superstore.
-
C.
Tom Schulman
Tom Schulman is an American screenwriter best known for writing the Academy Award–winning screenplay for the film "Dead Poets Society."
-
D.
Judah Friedlander
Judah Friedlander is an American comedian and actor best known for his deadpan humor, trademark trucker hats, and his role as writer Frank Rossitano on the television series "30 Rock."
-
E.
Paul Walter Hauser
Paul Walter Hauser is an American actor and comedian known for his scene-stealing character roles in films and television, including his acclaimed lead performance in "Richard Jewell."
- 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_69d6ab01d2688190ad8ed6bda487eaa5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a55f415081908eec78cb2c956598 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f0909969e481908d836f912b5af5bf |
completed | April 28, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69f0bd3e585481908223acfd780a72a2 |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef31076c8190b33a6a2778d7ffbb |
completed | April 28, 2026, 5:32 p.m. |
Created at: April 8, 2026, 9:41 p.m.