Triple
T17031068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Flynt |
E413193
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Larry Flynt Publications
Larry Flynt Publications is an American adult entertainment and publishing company best known for producing Hustler magazine and related media.
|
E1246221
|
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: Larry Flynt Publications | Statement: [Larry Flynt, notableWork, Larry Flynt Publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Flynt Publications Context triple: [Larry Flynt, notableWork, Larry Flynt Publications]
-
A.
Curtis Publishing Company
Curtis Publishing Company was a major American publishing firm best known for producing influential mass-circulation magazines in the 20th century.
-
B.
Abrams Media
Abrams Media is a digital media company known for operating a portfolio of news and commentary websites across politics, law, and pop culture.
-
C.
Johnson Publishing Company
Johnson Publishing Company was a pioneering African American–owned media firm best known for producing influential magazines such as Ebony and Jet that chronicled Black life and culture in the United States.
-
D.
Frank A. Munsey Company
Frank A. Munsey Company was an American publishing firm best known for pioneering pulp magazines and mass-market fiction in the late 19th and early 20th centuries.
-
E.
All-American Publications
All-American Publications was a prominent early American comic book publisher best known for introducing iconic superheroes such as the original Green Lantern, the Flash, and Wonder Woman during the Golden Age of Comic Books.
- 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: Larry Flynt Publications Triple: [Larry Flynt, notableWork, Larry Flynt Publications]
Generated description
Larry Flynt Publications is an American adult entertainment and publishing company best known for producing Hustler magazine and related media.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Flynt Publications Target entity description: Larry Flynt Publications is an American adult entertainment and publishing company best known for producing Hustler magazine and related media.
-
A.
Curtis Publishing Company
Curtis Publishing Company was a major American publishing firm best known for producing influential mass-circulation magazines in the 20th century.
-
B.
Abrams Media
Abrams Media is a digital media company known for operating a portfolio of news and commentary websites across politics, law, and pop culture.
-
C.
Johnson Publishing Company
Johnson Publishing Company was a pioneering African American–owned media firm best known for producing influential magazines such as Ebony and Jet that chronicled Black life and culture in the United States.
-
D.
Frank A. Munsey Company
Frank A. Munsey Company was an American publishing firm best known for pioneering pulp magazines and mass-market fiction in the late 19th and early 20th centuries.
-
E.
All-American Publications
All-American Publications was a prominent early American comic book publisher best known for introducing iconic superheroes such as the original Green Lantern, the Flash, and Wonder Woman during the Golden Age of Comic Books.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d9e7d481909d3d5bd241bd68f1 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b5748bc8190832737a70219e7a1 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c99c3948190ac3d3d9059dbb57e |
completed | May 11, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011d4b53d081909781235ded1c2b35 |
completed | May 11, 2026, 12:05 a.m. |
Created at: April 10, 2026, 5:33 a.m.