Triple
T4688462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COVID-19: The Great Reset |
E103976
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Forum Publishing
Forum Publishing is a publishing house known for releasing works such as "COVID-19: The Great Reset," which explores global economic and societal transformations in the wake of the pandemic.
|
E459915
|
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: Forum Publishing | Statement: [COVID-19: The Great Reset, publisher, Forum Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forum Publishing Context triple: [COVID-19: The Great Reset, publisher, Forum Publishing]
-
A.
Foris Publications
Foris Publications is an academic publishing house known for producing influential works in theoretical linguistics and related fields.
-
B.
Triangle Publications
Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
-
C.
Pendant Publishing
Pendant Publishing is a fictional New York City publishing company featured in the television sitcom "Seinfeld," where Elaine Benes works for much of the series.
-
D.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
E.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
- 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: Forum Publishing Triple: [COVID-19: The Great Reset, publisher, Forum Publishing]
Generated description
Forum Publishing is a publishing house known for releasing works such as "COVID-19: The Great Reset," which explores global economic and societal transformations in the wake of the pandemic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forum Publishing Target entity description: Forum Publishing is a publishing house known for releasing works such as "COVID-19: The Great Reset," which explores global economic and societal transformations in the wake of the pandemic.
-
A.
Foris Publications
Foris Publications is an academic publishing house known for producing influential works in theoretical linguistics and related fields.
-
B.
Triangle Publications
Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
-
C.
Pendant Publishing
Pendant Publishing is a fictional New York City publishing company featured in the television sitcom "Seinfeld," where Elaine Benes works for much of the series.
-
D.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
E.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03b75e3481908aa27eeaeec490ca |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be042adb8c8190b6889c3a5b9c18cc |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be048f7d7881908ab19bd37c92b423 |
completed | March 21, 2026, 2:38 a.m. |
Created at: March 20, 2026, 1:16 p.m.