Triple
T1816794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | École des Ponts et Chaussées |
E40452
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Jules Dupuit
Jules Dupuit was a 19th-century French engineer and economist known for pioneering the concepts of consumer surplus and marginal utility in public economics.
|
E302406
|
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: Jules Dupuit | Statement: [École des Ponts et Chaussées, hasAlumni, Jules Dupuit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jules Dupuit Context triple: [École des Ponts et Chaussées, hasAlumni, Jules Dupuit]
-
A.
Jean-François-Thérèse Chalgrin
Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
-
B.
Théodore Maunoir
Théodore Maunoir was a Swiss physician and humanitarian who was one of the key co-founders of the International Committee of the Red Cross in the 19th century.
-
C.
Eustache Dauger
Eustache Dauger was a mysterious 17th-century French prisoner whose obscure identity and long, secretive incarceration led some historians to speculate that he was the real person behind the legend of the Man in the Iron Mask.
-
D.
Joseph-François Mangin
Joseph-François Mangin was a French-American architect best known for co-designing New York City Hall in the early 19th century.
-
E.
François Dupeyron
François Dupeyron was a French film director and screenwriter known for his humanistic, character-driven dramas.
- 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: Jules Dupuit Triple: [École des Ponts et Chaussées, hasAlumni, Jules Dupuit]
Generated description
Jules Dupuit was a 19th-century French engineer and economist known for pioneering the concepts of consumer surplus and marginal utility in public economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jules Dupuit Target entity description: Jules Dupuit was a 19th-century French engineer and economist known for pioneering the concepts of consumer surplus and marginal utility in public economics.
-
A.
Jean-François-Thérèse Chalgrin
Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
-
B.
Théodore Maunoir
Théodore Maunoir was a Swiss physician and humanitarian who was one of the key co-founders of the International Committee of the Red Cross in the 19th century.
-
C.
Eustache Dauger
Eustache Dauger was a mysterious 17th-century French prisoner whose obscure identity and long, secretive incarceration led some historians to speculate that he was the real person behind the legend of the Man in the Iron Mask.
-
D.
Joseph-François Mangin
Joseph-François Mangin was a French-American architect best known for co-designing New York City Hall in the early 19th century.
-
E.
François Dupeyron
François Dupeyron was a French film director and screenwriter known for his humanistic, character-driven dramas.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f614888190a475f7df627d5f0a |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce7154648190aa55d54ca5e50559 |
completed | March 10, 2026, 7:55 a.m. |
| NEDg | Description generation | batch_69afd22a81dc8190809f94f8e49ddad8 |
completed | March 10, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afd3b8daec81908c5d507e35ba997e |
completed | March 10, 2026, 8:18 a.m. |
Created at: March 4, 2026, 7:32 p.m.