Triple
T7156649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French civil service |
E166827
|
entity |
| Predicate | trainingInstitution |
P2858
|
FINISHED |
| Object |
Écoles de service public
Écoles de service public are French institutions that provide professional education and training for future civil servants and public sector officials.
|
E645731
|
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: Écoles de service public | Statement: [French civil service, trainingInstitution, Écoles de service public]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Écoles de service public Context triple: [French civil service, trainingInstitution, Écoles de service public]
-
A.
École royale des élèves protégés
The École royale des élèves protégés was an elite French royal art school in Paris that provided advanced training and support to promising young artists in the 18th century.
-
B.
École de la Gradelle
École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
-
C.
Cinq mémoires sur l’instruction publique
Cinq mémoires sur l’instruction publique is a series of influential late-18th-century essays by Marquis de Condorcet outlining a rational, secular, and egalitarian system of public education.
-
D.
Petite École
Petite École was a French art school in Paris known for training young artists in drawing and decorative arts, attended by notable figures such as Auguste Rodin.
-
E.
Académie Carrière
Académie Carrière was a private Parisian art school active in the late 19th and early 20th centuries, known for training several influential modernist painters.
- 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: Écoles de service public Triple: [French civil service, trainingInstitution, Écoles de service public]
Generated description
Écoles de service public are French institutions that provide professional education and training for future civil servants and public sector officials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Écoles de service public Target entity description: Écoles de service public are French institutions that provide professional education and training for future civil servants and public sector officials.
-
A.
École royale des élèves protégés
The École royale des élèves protégés was an elite French royal art school in Paris that provided advanced training and support to promising young artists in the 18th century.
-
B.
École de la Gradelle
École de la Gradelle is a local primary school serving the community of Chêne-Bougeries in the canton of Geneva, Switzerland.
-
C.
Cinq mémoires sur l’instruction publique
Cinq mémoires sur l’instruction publique is a series of influential late-18th-century essays by Marquis de Condorcet outlining a rational, secular, and egalitarian system of public education.
-
D.
Petite École
Petite École was a French art school in Paris known for training young artists in drawing and decorative arts, attended by notable figures such as Auguste Rodin.
-
E.
Académie Carrière
Académie Carrière was a private Parisian art school active in the late 19th and early 20th centuries, known for training several influential modernist painters.
- 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_69c68887a5cc8190bec0ea96227164f7 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e80dafdc8190b24863b83f084d12 |
completed | March 27, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adb530388190b68fa05418d3e184 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7ae830c74819091d6d65ac6fba32b |
completed | March 28, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af1133b08190a32dccf82015c19e |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:47 p.m.