Triple
T18897872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew W. Marshall |
E462254
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Andrew Krepinevich
Andrew Krepinevich is an American defense analyst and author known for his influential work on military strategy, especially regarding asymmetric warfare and U.S. defense transformation.
|
E1347757
|
NE FINISHED |
How this triple was built (4 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: Andrew Krepinevich | Statement: [Andrew W. Marshall, notableStudent, Andrew Krepinevich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Krepinevich Context triple: [Andrew W. Marshall, notableStudent, Andrew Krepinevich]
-
A.
Nikolay Kamensky
Nikolay Kamensky was a Russian general of the early 19th century known for his prominent role in the Napoleonic-era wars, particularly in campaigns against Sweden and the Ottoman Empire.
-
B.
Pavel Kadochnikov
Pavel Kadochnikov was a prominent Soviet film and theater actor known for his leading roles in classic Russian cinema of the mid-20th century.
-
C.
Alexander Dvornikov
Alexander Dvornikov is a Russian Army general known for his senior command roles in Russia’s military operations in Syria and Ukraine.
-
D.
Daniil Granin
Daniil Granin was a prominent Soviet and Russian writer and public figure known for his novels about World War II and moral responsibility in science and society.
-
E.
Oleg Yankovsky
Oleg Yankovsky was a renowned Soviet and Russian film and theater actor celebrated for his nuanced performances and leading roles in classics of Russian cinema.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Andrew Krepinevich Triple: [Andrew W. Marshall, notableStudent, Andrew Krepinevich]
Generated description
Andrew Krepinevich is an American defense analyst and author known for his influential work on military strategy, especially regarding asymmetric warfare and U.S. defense transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Krepinevich Target entity description: Andrew Krepinevich is an American defense analyst and author known for his influential work on military strategy, especially regarding asymmetric warfare and U.S. defense transformation.
-
A.
Nikolay Kamensky
Nikolay Kamensky was a Russian general of the early 19th century known for his prominent role in the Napoleonic-era wars, particularly in campaigns against Sweden and the Ottoman Empire.
-
B.
Pavel Kadochnikov
Pavel Kadochnikov was a prominent Soviet film and theater actor known for his leading roles in classic Russian cinema of the mid-20th century.
-
C.
Alexander Dvornikov
Alexander Dvornikov is a Russian Army general known for his senior command roles in Russia’s military operations in Syria and Ukraine.
-
D.
Daniil Granin
Daniil Granin was a prominent Soviet and Russian writer and public figure known for his novels about World War II and moral responsibility in science and society.
-
E.
Oleg Yankovsky
Oleg Yankovsky was a renowned Soviet and Russian film and theater actor celebrated for his nuanced performances and leading roles in classics of Russian cinema.
- F. None of above. chosen
Provenance (5 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52689308190b2e5ca163b1f6cd1 |
completed | April 20, 2026, 6:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0582bad1c48190b01afdb8e70883bd |
completed | May 14, 2026, 8:07 a.m. |
| NEDg | Description generation | batch_6a0584717b3c81908049e6590f7f96ec |
completed | May 14, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05852c2bbc8190ae7b8658817b5972 |
completed | May 14, 2026, 8:17 a.m. |
Created at: April 10, 2026, 11:58 a.m.