Triple
T2047722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hundred Days Offensive |
E45491
|
entity |
| Predicate | notableBattle |
P259
|
FINISHED |
| Object |
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.
|
E228233
|
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: Battle of Saint-Mihiel | Statement: [Hundred Days Offensive, notableBattle, Battle of Saint-Mihiel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Saint-Mihiel Context triple: [Hundred Days Offensive, notableBattle, Battle of Saint-Mihiel]
-
A.
Second Battle of the Marne
The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
-
B.
Battle of Blanc Mont Ridge
The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
-
C.
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.
-
D.
Battle of Le Cateau
The Battle of Le Cateau was a major early World War I engagement in August 1914, in which retreating British forces mounted a hard-fought defensive stand against advancing German armies in northern France.
-
E.
Arras Offensive
The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
- 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: Battle of Saint-Mihiel Triple: [Hundred Days Offensive, notableBattle, Battle of Saint-Mihiel]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Saint-Mihiel Target entity description: 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.
-
A.
Second Battle of the Marne
The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
-
B.
Battle of Blanc Mont Ridge
The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
-
C.
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.
-
D.
Battle of Le Cateau
The Battle of Le Cateau was a major early World War I engagement in August 1914, in which retreating British forces mounted a hard-fought defensive stand against advancing German armies in northern France.
-
E.
Arras Offensive
The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
- 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_69a8891948208190ab7898da21824c77 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb974e8488190887b840c2cb88b3a |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2003e9488190b54ff042c91d4a62 |
completed | March 9, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69ae209544d881909438630ca5970d84 |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae210b7b888190a879effa9d1e6ac3 |
completed | March 9, 2026, 1:23 a.m. |
Created at: March 4, 2026, 7:39 p.m.