Triple
T19670855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandemics: What Everyone Needs to Know |
E472329
|
entity |
| Predicate | series |
P1761
|
FINISHED |
| Object | What Everyone Needs to Know |
—
|
NE NERFINISHED |
How this triple was built (3 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: What Everyone Needs to Know | Statement: [Pandemics: What Everyone Needs to Know, series, What Everyone Needs to Know]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Everyone Needs to Know Context triple: [Pandemics: What Everyone Needs to Know, series, What Everyone Needs to Know]
-
A.
Enlightenment Now
Enlightenment Now is a non-fiction book by cognitive psychologist Steven Pinker that argues, using extensive data, that human life has been steadily improving thanks to Enlightenment values such as reason, science, and humanism.
-
B.
The Lessons of History
The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
-
C.
What Is the What
What Is the What is a biographical novel by Dave Eggers that recounts the harrowing life story of Sudanese Lost Boy Valentino Achak Deng.
-
D.
One Thousand Things Worth Knowing
One Thousand Things Worth Knowing is a poetry collection by Irish poet Paul Muldoon that showcases his characteristically playful, allusive, and formally inventive style.
-
E.
In an Uncertain World: Tough Choices from Wall Street to Washington
In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What Everyone Needs to Know Target entity description: What Everyone Needs to Know is a nonfiction book series that offers concise, question-and-answer overviews of complex topics for a general audience.
-
A.
Enlightenment Now
Enlightenment Now is a non-fiction book by cognitive psychologist Steven Pinker that argues, using extensive data, that human life has been steadily improving thanks to Enlightenment values such as reason, science, and humanism.
-
B.
The Lessons of History
The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
-
C.
What Is the What
What Is the What is a biographical novel by Dave Eggers that recounts the harrowing life story of Sudanese Lost Boy Valentino Achak Deng.
-
D.
One Thousand Things Worth Knowing
One Thousand Things Worth Knowing is a poetry collection by Irish poet Paul Muldoon that showcases his characteristically playful, allusive, and formally inventive style.
-
E.
In an Uncertain World: Tough Choices from Wall Street to Washington
In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
- F. None of above. chosen
Provenance (2 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_69d8e514f2e08190ba70a4449519d218 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6416b9cf8819096f44e3f9fbf86fa |
completed | April 20, 2026, 3:08 p.m. |
Created at: April 10, 2026, 1:45 p.m.