Triple
T21905265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Path Appears: Transforming Lives, Creating Opportunity |
E540918
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object | Nicholas Kristof |
—
|
NE NERFINISHED |
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: Nicholas Kristof | Statement: [A Path Appears: Transforming Lives, Creating Opportunity, hasContributor, Nicholas Kristof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicholas Kristof Context triple: [A Path Appears: Transforming Lives, Creating Opportunity, hasContributor, Nicholas Kristof]
-
A.
Nicholas Kristof
chosen
Nicholas Kristof is an American journalist and longtime New York Times columnist renowned for his human rights reporting and multiple Pulitzer Prize–winning commentary on global injustices.
-
B.
Peter Osnos
Peter Osnos is an American journalist, editor, and publisher best known as the founder of the PublicAffairs publishing house and for his influential role in political and current-affairs nonfiction.
-
C.
Gavin Belson
Gavin Belson is the fictional, ruthlessly ambitious tech CEO and primary antagonist from the television series "Silicon Valley."
-
D.
Binyamin Appelbaum
Binyamin Appelbaum is an American journalist and author known for his coverage of economic policy and the Federal Reserve, particularly as an economics writer for The New York Times.
-
E.
Meredith Ochs
Meredith Ochs is an American radio commentator, musician, and writer best known for her work on NPR’s “All Things Considered” and her contributions to music journalism.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0c47b4e8c81908c8076eaa4c8e4f2 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f121d62a648190af7074251dc6a03a |
completed | April 28, 2026, 9:08 p.m. |
Created at: April 16, 2026, 7:35 p.m.