Triple
T702177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French First Army |
E14021
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Louis Franchet d'Espèrey
Louis Franchet d'Espèrey was a prominent French general of World War I, best known for his decisive leadership on the Macedonian front that contributed to the collapse of the Central Powers in the Balkans.
|
E92092
|
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: Louis Franchet d'Espèrey | Statement: [French First Army, commander, Louis Franchet d'Espèrey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Franchet d'Espèrey Context triple: [French First Army, commander, Louis Franchet d'Espèrey]
-
A.
Ferdinand Foch
Ferdinand Foch was a French general who served as Supreme Allied Commander during the final phase of World War I and played a key role in securing the Allied victory.
-
B.
Patrice de MacMahon
Patrice de MacMahon was a 19th-century French army marshal and conservative statesman who served as President of the French Third Republic from 1873 to 1879.
-
C.
Jean de Lattre de Tassigny
Jean de Lattre de Tassigny was a prominent French Army general of World War II who became one of France’s most celebrated military leaders and represented the country at the German Instrument of Surrender in 1945.
-
D.
François Certain Canrobert
François Certain Canrobert was a 19th-century French Army marshal who gained prominence for leading French forces during the Crimean War.
-
E.
Maurice Gamelin
Maurice Gamelin was a French army general who served as commander-in-chief of the French forces at the outset of World War II and is often associated with France’s rapid defeat in 1940.
- 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: Louis Franchet d'Espèrey Triple: [French First Army, commander, Louis Franchet d'Espèrey]
Generated description
Louis Franchet d'Espèrey was a prominent French general of World War I, best known for his decisive leadership on the Macedonian front that contributed to the collapse of the Central Powers in the Balkans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Franchet d'Espèrey Target entity description: Louis Franchet d'Espèrey was a prominent French general of World War I, best known for his decisive leadership on the Macedonian front that contributed to the collapse of the Central Powers in the Balkans.
-
A.
Ferdinand Foch
Ferdinand Foch was a French general who served as Supreme Allied Commander during the final phase of World War I and played a key role in securing the Allied victory.
-
B.
Patrice de MacMahon
Patrice de MacMahon was a 19th-century French army marshal and conservative statesman who served as President of the French Third Republic from 1873 to 1879.
-
C.
Jean de Lattre de Tassigny
Jean de Lattre de Tassigny was a prominent French Army general of World War II who became one of France’s most celebrated military leaders and represented the country at the German Instrument of Surrender in 1945.
-
D.
François Certain Canrobert
François Certain Canrobert was a 19th-century French Army marshal who gained prominence for leading French forces during the Crimean War.
-
E.
Maurice Gamelin
Maurice Gamelin was a French army general who served as commander-in-chief of the French forces at the outset of World War II and is often associated with France’s rapid defeat in 1940.
- 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a532dd708190ab91e515a07b441e |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66d9140148190a439ac7a03ee88b2 |
completed | March 3, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69a66e046bbc8190848a0d0115dc34bd |
completed | March 3, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66fdd09b081909056bff1a32d413c |
completed | March 3, 2026, 5:21 a.m. |
Created at: March 1, 2026, 7:36 p.m.