Triple
T15039475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talking to Strangers |
E378560
|
entity |
| Predicate | partOfSeries |
P1761
|
FINISHED |
| Object | Malcolm Gladwell nonfiction works |
E378947
|
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 nonfiction works | Statement: [Talking to Strangers, partOfSeries, Malcolm Gladwell nonfiction works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Gladwell nonfiction works Context triple: [Talking to Strangers, partOfSeries, Malcolm Gladwell nonfiction works]
-
A.
Outliers
chosen
Outliers is a bestselling non-fiction book by Malcolm Gladwell that explores the hidden factors and cultural contexts that contribute to high levels of success.
-
B.
Freakonomics
Freakonomics is a bestselling pop-economics book that uses unconventional case studies and data analysis to reveal surprising insights about human behavior and incentives.
-
C.
Grit: The Power of Passion and Perseverance
Grit: The Power of Passion and Perseverance is a bestselling psychology book by Angela Duckworth that explores how sustained passion and perseverance, rather than talent alone, drive high achievement and success.
-
D.
Gleick
Gleick is the surname of James Gleick, an American author and science historian known for popularizing complex scientific ideas such as chaos theory.
-
E.
Before the Fact
Before the Fact is a 1932 psychological crime novel by Anthony Berkeley Cox (writing as Francis Iles), best known as the dark, suspenseful source material for Alfred Hitchcock’s film "Suspicion."
- 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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82e79a481908ddb9609af8c4407 |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9de1c3a48190a9b3959a95627175 |
completed | May 9, 2026, 2:37 a.m. |
Created at: April 10, 2026, 3 a.m.