Triple
T6363761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Léon Walras |
E143174
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
tâtonnement process
The tâtonnement process is an economic adjustment mechanism, introduced by Léon Walras, in which prices are iteratively revised in response to excess demand or supply until a general equilibrium is reached without actual trades occurring out of equilibrium.
|
E588136
|
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: tâtonnement process | Statement: [Léon Walras, knownFor, tâtonnement process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: tâtonnement process Context triple: [Léon Walras, knownFor, tâtonnement process]
-
A.
Blanchard
Blanchard is a French surname borne by numerous notable figures, including economists, politicians, and artists.
-
B.
Les Tendances nouvelles
Les Tendances nouvelles is a written work by French Post-Impressionist artist and theorist Émile Bernard, reflecting his ideas on modern art and aesthetics.
-
C.
Tournier
Tournier is a surname of French origin, sometimes used as a variant of the English surname Turner.
-
D.
Labouret
Labouret is a French surname associated with individuals such as Marie-Louise Élisabeth Labouret.
-
E.
Pouzin
Pouzin is a French surname most notably associated with Louis Pouzin, a pioneering computer scientist whose work on datagram-based networking helped lay the foundations of the modern internet.
- 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: tâtonnement process Triple: [Léon Walras, knownFor, tâtonnement process]
Generated description
The tâtonnement process is an economic adjustment mechanism, introduced by Léon Walras, in which prices are iteratively revised in response to excess demand or supply until a general equilibrium is reached without actual trades occurring out of equilibrium.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: tâtonnement process Target entity description: The tâtonnement process is an economic adjustment mechanism, introduced by Léon Walras, in which prices are iteratively revised in response to excess demand or supply until a general equilibrium is reached without actual trades occurring out of equilibrium.
-
A.
Blanchard
Blanchard is a French surname borne by numerous notable figures, including economists, politicians, and artists.
-
B.
Les Tendances nouvelles
Les Tendances nouvelles is a written work by French Post-Impressionist artist and theorist Émile Bernard, reflecting his ideas on modern art and aesthetics.
-
C.
Tournier
Tournier is a surname of French origin, sometimes used as a variant of the English surname Turner.
-
D.
Labouret
Labouret is a French surname associated with individuals such as Marie-Louise Élisabeth Labouret.
-
E.
Pouzin
Pouzin is a French surname most notably associated with Louis Pouzin, a pioneering computer scientist whose work on datagram-based networking helped lay the foundations of the modern internet.
- 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_69c008d7a9c4819098d647ec47776917 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0680d51a4819098a6bcd3dfd73be4 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d73a6ac8190a02602c3506e4226 |
completed | March 27, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_69c62f2abb7481909a8d6b6a3b07db37 |
completed | March 27, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62fcd18a0819089fa5f5912f432aa |
completed | March 27, 2026, 7:20 a.m. |
Created at: March 22, 2026, 4:32 p.m.