Triple
T4356619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Army Air Service |
E98161
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object | Meuse–Argonne offensive air operations |
E231936
|
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: Meuse–Argonne offensive air operations | Statement: [United States Army Air Service, notableOperation, Meuse–Argonne offensive air operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Meuse–Argonne offensive air operations Context triple: [United States Army Air Service, notableOperation, Meuse–Argonne offensive air operations]
-
A.
Meuse–Argonne Offensive
chosen
The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
-
B.
Operation Marne-Rheims
Operation Marne-Rheims was a major German World War I offensive on the Western Front in 1918, aimed at breaking Allied lines near the Marne and Reims during the final phase of the conflict.
-
C.
Operation Georgette
Operation Georgette was a major German offensive on the Western Front in April 1918, aimed at breaking through Allied lines in Flanders during World War I.
-
D.
Battle of Belleau Wood
The Battle of Belleau Wood was a pivotal World War I engagement in 1918 where U.S. Marines, fighting alongside French forces, halted a major German offensive near the Marne and cemented the Marine Corps’ reputation for fierce combat.
-
E.
Battle of Saint-Mihiel
The Battle of Saint-Mihiel was a major World War I engagement in September 1918 that marked the first independent American-led offensive, showcasing the growing strength of the American Expeditionary Forces.
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c68a588190ba14a298afacb1dc |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e501671c8190bf8a9998f46a9f3b |
completed | March 14, 2026, 10:45 p.m. |
Created at: March 12, 2026, 11:16 p.m.