Triple
T11531575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Costa |
E273433
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | National Review |
E88830
|
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: National Review | Statement: [Robert Costa, employer, National Review]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Review Context triple: [Robert Costa, employer, National Review]
-
A.
National Review
chosen
National Review is a conservative American magazine known for its commentary on politics, culture, and public policy.
-
B.
The Weekly Standard
The Weekly Standard was a conservative American political magazine known for its influential commentary on U.S. politics and policy from the mid-1990s until its closure in 2018.
-
C.
Commentary magazine
Commentary magazine is an American monthly journal of opinion known for its influential conservative and neoconservative analysis of politics, culture, and Jewish affairs.
-
D.
American Enterprise
American Enterprise is a long-term exhibition at the National Museum of American History that explores the history and impact of business and innovation in shaping the United States.
-
E.
National Journal
National Journal is an American political journalism and policy analysis publication known for its in-depth coverage of U.S. politics, Congress, and public affairs.
- 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839878948190b170e64629d6f2db |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6856341b481909d2ee71893e6117b |
completed | April 20, 2026, 7:58 p.m. |
Created at: April 8, 2026, 9:37 p.m.