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.