Triple
T3675747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Tipping Point |
E77987
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Malcolm Gladwell |
E77989
|
NE FINISHED |
How this triple was built (2 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: Malcolm Gladwell | Statement: [The Tipping Point, author, Malcolm Gladwell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Gladwell Context triple: [The Tipping Point, author, Malcolm Gladwell]
-
A.
Malcolm Gladwell
chosen
Malcolm Gladwell is a Canadian journalist and bestselling author known for his influential nonfiction books on psychology, sociology, and human behavior, including "The Tipping Point," "Blink," and "Outliers."
-
B.
Michael Lewis
Michael Lewis is an American musician best known as a multi-instrumentalist and saxophonist active in indie rock and jazz-influenced projects.
-
C.
Adam Grant
Adam Grant is an organizational psychologist, bestselling author, and Wharton professor known for his research on work, motivation, and generosity in professional life.
-
D.
Steven Levitt
Steven Levitt is an American economist and co-author of "Freakonomics," known for applying economic theory and data analysis to unconventional real-world topics.
-
E.
Steven Pinker
Steven Pinker is a Canadian-American cognitive psychologist, linguist, and popular science author known for his work on language, the mind, and human nature.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85e083008190b2e1b7085fe500bd |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc462ffdc8190896e9f98f648e2f3 |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48856b7d481909d9cc32586d61d44 |
completed | March 13, 2026, 9:57 p.m. |
Created at: March 8, 2026, 3:25 p.m.