Triple
T3690436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | École de Physique et Chimie Industrielles de la Ville de Paris |
E78329
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Paul Schützenberger
Paul Schützenberger was a 19th-century French chemist known for his work in inorganic and industrial chemistry and for helping shape scientific education in France.
|
E380223
|
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: Paul Schützenberger | Statement: [École de Physique et Chimie Industrielles de la Ville de Paris, founder, Paul Schützenberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Schützenberger Context triple: [École de Physique et Chimie Industrielles de la Ville de Paris, founder, Paul Schützenberger]
-
A.
Pierre Bérégovoy
Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
-
B.
Jacques Cresson
Jacques Cresson is best known as the husband of former French Prime Minister Édith Cresson.
-
C.
Georges Pompidou
Georges Pompidou was a French statesman who served as President of France from 1969 until his death in 1974, overseeing modernization and economic growth.
-
D.
Michel Crozier
Michel Crozier was a prominent French sociologist best known for his influential work on bureaucracy, organizational analysis, and the dynamics of power and change in modern institutions.
-
E.
Jacques Bonsergent
Jacques Bonsergent is a Paris Métro station in the 10th arrondissement, named after a French Resistance fighter executed during World War II.
- 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: Paul Schützenberger Triple: [École de Physique et Chimie Industrielles de la Ville de Paris, founder, Paul Schützenberger]
Generated description
Paul Schützenberger was a 19th-century French chemist known for his work in inorganic and industrial chemistry and for helping shape scientific education in France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Schützenberger Target entity description: Paul Schützenberger was a 19th-century French chemist known for his work in inorganic and industrial chemistry and for helping shape scientific education in France.
-
A.
Pierre Bérégovoy
Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
-
B.
Jacques Cresson
Jacques Cresson is best known as the husband of former French Prime Minister Édith Cresson.
-
C.
Georges Pompidou
Georges Pompidou was a French statesman who served as President of France from 1969 until his death in 1974, overseeing modernization and economic growth.
-
D.
Michel Crozier
Michel Crozier was a prominent French sociologist best known for his influential work on bureaucracy, organizational analysis, and the dynamics of power and change in modern institutions.
-
E.
Jacques Bonsergent
Jacques Bonsergent is a Paris Métro station in the 10th arrondissement, named after a French Resistance fighter executed during World War II.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4e6147c8190ae358e8cc94f479c |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3c9e9c08190bd97642ccf39b172 |
completed | March 14, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69b4c78bca688190bb06f64827285790 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7f33dec8190b71ea08cb1d34c32 |
completed | March 14, 2026, 2:29 a.m. |
Created at: March 8, 2026, 3:26 p.m.