Triple
T870619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | First Battle of the Marne |
E18802
|
entity |
| Predicate | involvedForce |
P1063
|
FINISHED |
| Object |
German Second Army
The German Second Army was a major field army of the Imperial German Army in World War I, active on the Western Front in key early campaigns against the Allies.
|
E151921
|
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: German Second Army | Statement: [First Battle of the Marne, involvedForce, German Second Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Second Army Context triple: [First Battle of the Marne, involvedForce, German Second Army]
-
A.
German Tenth Army
The German Tenth Army was a major Wehrmacht field army that led the defense of southern Italy against the Allied invasion during World War II.
-
B.
German 1st Army
The German 1st Army was a field army of the Wehrmacht that defended the western front, notably opposing the French advance during the Saar Offensive in the early stages of World War II.
-
C.
German 17th Army
The German 17th Army was a Wehrmacht field army that fought primarily on the Eastern Front during World War II, notably in major operations in southern Russia and Ukraine.
-
D.
German 1st Panzer Army
The German 1st Panzer Army was a major armored formation of the Wehrmacht that played a key role in large-scale offensive and defensive operations on the Eastern Front during World War II.
-
E.
2nd Army (Wehrmacht)
The 2nd Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II as part of Nazi Germany’s land forces.
- 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: German Second Army Triple: [First Battle of the Marne, involvedForce, German Second Army]
Generated description
The German Second Army was a major field army of the Imperial German Army in World War I, active on the Western Front in key early campaigns against the Allies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Second Army Target entity description: The German Second Army was a major field army of the Imperial German Army in World War I, active on the Western Front in key early campaigns against the Allies.
-
A.
German Tenth Army
The German Tenth Army was a major Wehrmacht field army that led the defense of southern Italy against the Allied invasion during World War II.
-
B.
German 1st Army
The German 1st Army was a field army of the Wehrmacht that defended the western front, notably opposing the French advance during the Saar Offensive in the early stages of World War II.
-
C.
German 17th Army
The German 17th Army was a Wehrmacht field army that fought primarily on the Eastern Front during World War II, notably in major operations in southern Russia and Ukraine.
-
D.
German 1st Panzer Army
The German 1st Panzer Army was a major armored formation of the Wehrmacht that played a key role in large-scale offensive and defensive operations on the Eastern Front during World War II.
-
E.
2nd Army (Wehrmacht)
The 2nd Army (Wehrmacht) was a major German field army that fought primarily on the Eastern Front during World War II as part of Nazi Germany’s land forces.
- 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_69a4938db1f081909bcd1ad2713b6096 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac94d5ac81909feee876696da589 |
completed | March 1, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf057d688190bbd86a6727215bd2 |
completed | March 8, 2026, 12:12 a.m. |
| NEDg | Description generation | batch_69acbf873544819099d3dff98a6b2244 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc06483b08190b5b29f684b83f43f |
completed | March 8, 2026, 12:18 a.m. |
Created at: March 1, 2026, 7:39 p.m.