Triple
T4506458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vertigo |
E101341
|
entity |
| Predicate | editor |
P1954
|
FINISHED |
| Object |
Karen Berger
Karen Berger is an influential American comic book editor best known for founding and leading DC Comics' Vertigo imprint, which championed mature, creator-driven titles.
|
E447159
|
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: Karen Berger | Statement: [Vertigo, editor, Karen Berger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karen Berger Context triple: [Vertigo, editor, Karen Berger]
-
A.
Barbara Guggenheim
Barbara Guggenheim is a member of the prominent Guggenheim family, known for its significant influence in art patronage and philanthropy.
-
B.
Patricia Fruen
Patricia Fruen is an actress known for her role in the film "Way Down East."
-
C.
Susan Anspach
Susan Anspach was an American actress best known for her roles in influential 1970s films such as "Five Easy Pieces" and "Blume in Love," where she often portrayed complex, independent women.
-
D.
Jean Doumanian
Jean Doumanian is an American film and television producer known for her work on independent films, Broadway productions, and a tumultuous stint overseeing Saturday Night Live in the early 1980s.
-
E.
Elizabeth Plater-Zyberk
Elizabeth Plater-Zyberk is an American architect and urban planner recognized as a leading figure and co-founder of the New Urbanism movement.
- 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: Karen Berger Triple: [Vertigo, editor, Karen Berger]
Generated description
Karen Berger is an influential American comic book editor best known for founding and leading DC Comics' Vertigo imprint, which championed mature, creator-driven titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karen Berger Target entity description: Karen Berger is an influential American comic book editor best known for founding and leading DC Comics' Vertigo imprint, which championed mature, creator-driven titles.
-
A.
Barbara Guggenheim
Barbara Guggenheim is a member of the prominent Guggenheim family, known for its significant influence in art patronage and philanthropy.
-
B.
Patricia Fruen
Patricia Fruen is an actress known for her role in the film "Way Down East."
-
C.
Susan Anspach
Susan Anspach was an American actress best known for her roles in influential 1970s films such as "Five Easy Pieces" and "Blume in Love," where she often portrayed complex, independent women.
-
D.
Jean Doumanian
Jean Doumanian is an American film and television producer known for her work on independent films, Broadway productions, and a tumultuous stint overseeing Saturday Night Live in the early 1980s.
-
E.
Elizabeth Plater-Zyberk
Elizabeth Plater-Zyberk is an American architect and urban planner recognized as a leading figure and co-founder of the New Urbanism movement.
- 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_69bd43d175248190894dc58b5b395c26 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56ff78748190bb667e70c69dc817 |
completed | March 20, 2026, 2:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f9d05d08190bde36e7d614a0e2e |
completed | March 20, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69bd705f5fc481908236c3ff4e6ccb26 |
completed | March 20, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd70c7abd08190b2010b7baf0cb8fd |
completed | March 20, 2026, 4:07 p.m. |
Created at: March 20, 2026, 1:01 p.m.