Triple
T4139669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zine El Abidine Ben Ali |
E89240
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Artillery School of Châlons-sur-Marne
The Artillery School of Châlons-sur-Marne was a French military training institution specializing in artillery instruction for officers and soldiers.
|
E415705
|
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: Artillery School of Châlons-sur-Marne | Statement: [Zine El Abidine Ben Ali, education, Artillery School of Châlons-sur-Marne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Artillery School of Châlons-sur-Marne Context triple: [Zine El Abidine Ben Ali, education, Artillery School of Châlons-sur-Marne]
-
A.
Artillery School of Saint Petersburg
The Artillery School of Saint Petersburg was a prestigious military academy in Imperial Russia that trained officers in artillery science and related military disciplines.
-
B.
École de Guerre
École de Guerre is a prestigious French military staff college in Paris that trains senior officers in advanced strategy and command.
-
C.
United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
-
D.
U.S. Army Ordnance School
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
-
E.
Cavalry School of Ypres
The Cavalry School of Ypres was a Belgian military institution specializing in the training and education of cavalry officers.
- 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: Artillery School of Châlons-sur-Marne Triple: [Zine El Abidine Ben Ali, education, Artillery School of Châlons-sur-Marne]
Generated description
The Artillery School of Châlons-sur-Marne was a French military training institution specializing in artillery instruction for officers and soldiers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Artillery School of Châlons-sur-Marne Target entity description: The Artillery School of Châlons-sur-Marne was a French military training institution specializing in artillery instruction for officers and soldiers.
-
A.
Artillery School of Saint Petersburg
The Artillery School of Saint Petersburg was a prestigious military academy in Imperial Russia that trained officers in artillery science and related military disciplines.
-
B.
École de Guerre
École de Guerre is a prestigious French military staff college in Paris that trains senior officers in advanced strategy and command.
-
C.
United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
-
D.
U.S. Army Ordnance School
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
-
E.
Cavalry School of Ypres
The Cavalry School of Ypres was a Belgian military institution specializing in the training and education of cavalry officers.
- 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_69aed95785788190ae75bcf0cd1cafdf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02485a788190ba6ee769e663b2d3 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576ccdf348190a80305485bee354e |
completed | March 14, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69b577785cdc8190ad0864d63aadf908 |
completed | March 14, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b578168ecc8190bc47f0902b130c7d |
completed | March 14, 2026, 3 p.m. |
Created at: March 9, 2026, 3:43 p.m.