Triple
T6872611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallace Berman |
E158586
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Tosh Berman
Tosh Berman is an American writer, poet, and publisher known for his memoirs and works on art, music, and culture, as well as his involvement in the Los Angeles avant-garde scene.
|
E629653
|
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: Tosh Berman | Statement: [Wallace Berman, child, Tosh Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tosh Berman Context triple: [Wallace Berman, child, Tosh Berman]
-
A.
Ted Berman
Ted Berman was an American animator and film director best known for his work at Walt Disney Productions during the studio’s classic and transitional eras.
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
Donald Tokowitz
Donald Tokowitz is better known as Donald Sterling, the former owner of the NBA's Los Angeles Clippers who became widely known for a major racism scandal that led to his lifetime ban from the league.
-
D.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
E.
O. J. Berman
O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
- 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: Tosh Berman Triple: [Wallace Berman, child, Tosh Berman]
Generated description
Tosh Berman is an American writer, poet, and publisher known for his memoirs and works on art, music, and culture, as well as his involvement in the Los Angeles avant-garde scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tosh Berman Target entity description: Tosh Berman is an American writer, poet, and publisher known for his memoirs and works on art, music, and culture, as well as his involvement in the Los Angeles avant-garde scene.
-
A.
Ted Berman
Ted Berman was an American animator and film director best known for his work at Walt Disney Productions during the studio’s classic and transitional eras.
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
Donald Tokowitz
Donald Tokowitz is better known as Donald Sterling, the former owner of the NBA's Los Angeles Clippers who became widely known for a major racism scandal that led to his lifetime ban from the league.
-
D.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
-
E.
O. J. Berman
O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
- 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_69c68832af1481908ce356e133ebaebe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8c73ea08190b6bb1463e7ead47b |
completed | March 27, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7511ada2481909491b8f9bd3ead91 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c7523737e48190b2ad3e7bea02878d |
completed | March 28, 2026, 3:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c752eb3e1c8190bad35727e573c41f |
completed | March 28, 2026, 4:02 a.m. |
Created at: March 27, 2026, 2:22 p.m.